Imanol-Mikel Barba Sabariego / DDS · Commits

Commit 8e5445a68637d953fdb2a91c6dbc52a22fc94181

Authored by Miguel Tuñón
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ISO27001effectiveness/Main.R
  View file @8e5445a
... ... @@ -4,5 +4,3 @@ Sites_PerCountry <- ISO27001effectiveness::GetISOSurveySitesPerCountry()
4 4 Cert_PerSector <- ISO27001effectiveness::GetISOSurveyCertsPerSector()
5 5  
6 6 Attacks <- ISO27001effectiveness::GetDefaultAttacksData()
7   -
8   -#graphs <- ISO27001effectiveness::GetReportGraphs(Cert_PerCountry,Attacks)
... ...
ISO27001effectiveness/R/ReportGraphs.R
  View file @8e5445a
... ... @@ -641,7 +641,7 @@ GetCountriesAttacksSingleEvolution &lt;- function(Attacks,
641 641 geom_line() +
642 642 geom_point() +
643 643 theme(plot.title = element_text(hjust = 0.5)) +
644   - ggtitle(Country) +
  644 + ggtitle(paste("Cyberattacks -", Country)) +
645 645 xlab("Years") + ylab("Attacks")+
646 646 geom_smooth(method = "lm",
647 647 se = FALSE) +
... ... @@ -690,7 +690,7 @@ GetCountriesCertsSingleEvolution &lt;- function(Cert_PerCountry,
690 690 geom_line() +
691 691 geom_point() +
692 692 theme(plot.title = element_text(hjust = 0.5)) +
693   - ggtitle(Country) +
  693 + ggtitle(paste("ISO 27001 -", Country)) +
694 694 xlab("Years") + ylab("Certifications")+
695 695 geom_smooth(method = "lm",
696 696 se = FALSE) +
... ...
ISO27001effectiveness/Report.Rmd
  View file @8e5445a
1 1 ---
2   -title: "Estudio sobre la efectividad de la certificación ISO 27001"
  2 +title: ¿Realmente se puede relacionar la implantación ISO 27001 con un descenso
  3 + en los ciberataques producidos?
3 4 output:
4   - html_document: default
5 5 pdf_document: default
  6 + html_document: default
6 7 ---
7 8  
8 9 ```{r setup, include=TRUE, echo=FALSE, warning=FALSE, results='hide', message=FALSE ,cache=FALSE}
... ... @@ -23,57 +24,63 @@ source(&quot;./Main.R&quot;)
23 24  
24 25 ## Introducción
25 26  
26   -La creciente preocupación de muchas empresas con infraestructura IT crítica frente a ciberataques ha llevado a algunas de ellas a tomar medidas de seguridad como la creación de departamentos de Seguridad de la Información, llevar a cabo auditorías de seguridad y obtener certificaciones de seguridad entre otras.
  27 +La creciente preocupación de muchas empresas con infraestructura IT crítica frente a ciberataques ha llevado a algunas de ellas a tomar medidas como: la creación de departamentos de _Seguridad de la Información_, llevar a cabo auditorías u obtener certificaciones entre otras.
27 28  
28 29 El objetivo de este estudio es tratar de determinar, en la medida de lo posible, si conformar los sistemas de la empresa según la certificación ISO 27001 conlleva una disminución en el número de ciberataques producidos.
29 30  
30 31 ## Datos analizados
31 32  
32   -La primera barrera a superar en este estudio es la obtención de datos directos sobre ciberataques. No existe un repositorio oficial con todos los ciberataques producidos ya que en muchos de ellos no se dan a conocer los nombres de todas las empresas afectadas u otros datos relevantes sobre los mismos, por ello nos basaremos en los ataques reportados en una única web. Además, debido al cambio de formato de los datos de origen con los años, hemos optado por generalizar los datos lo que nos permitirá hacer un análisis por país, sector o tipo de ataque. Desafortunadamente, esto compromete el análisis, ya que al generalizar los datos son muchos más los efectos que podrian alteran los resultados, ya que existen mayor cantidad de factores externos que este estudio no cubre.
  33 +La primera barrera a superar en este estudio es la obtención de datos directos sobre ciberataques. No existe un repositorio oficial con todos los ciberataques producidos, ya que en muchos de ellos no se dan a conocer los nombres de todas las empresas afectadas u otros datos relevantes sobre los mismos, por ello nos basaremos en los ataques reportados en una única web. Además, debido al cambio de formato de los datos de origen con los años, hemos optado por generalizar bastante, lo que nos permitirá hacer un análisis por país, sector o tipo de ataque. Desafortunadamente, esto compromete el análisis, ya que al generalizar los datos son muchos más los efectos que podrian alteran los resultados, ya que existen mayor cantidad de factores externos que este estudio no cubre.
33 34  
34   -Respecto a los datos de certificaciones ISO 27001, proceden de la fuente oficial asi que se podría decir que son totalmente fiables.
  35 +Respecto a los datos de certificaciones ISO 27001, proceden de la fuente oficial asi que se podría considerarsetotalmente fiables.
35 36  
36 37 Los datos que se han recogido para este estudio son:
37 38  
38   -* Lista de países y sectores profesionales que han obtenido certificación ISO 27001 (2007-2015) <http://www.iso.org/iso/iso_27001_iso_survey2015.xls>
39   -* Lista de ciberataques producidos (con éxito) por país, sector profesional y tipo de ataque (2012-2016) <http://www.hackmageddon.com>
  39 +* Lista de países y sectores profesionales que han obtenido certificación ISO 27001 (2007-2015): [Web oficial ISO Survey](http://www.iso.org/iso/iso_27001_iso_survey2015.xls).
  40 +* Lista de ciberataques producidos (con éxito) por país, sector profesional y tipo de ataque (2012-2016): [Hackmageddon](http://www.hackmageddon.com).
40 41  
41 42 El análisis se realizará desde 2011 hasta 2016, teniendo en cuenta que los datos de las certificaciones realizadas en un año afectarán a los ataques del año siguiente, por lo tanto no se necesitarán datos de ciberataques en 2011 ni de certificaciones en 2016. Esto es una de las generalizaciones que antes comentabamos, ya que en realidad una certificación podría afectar a los datos de su mismo año, pero no disponemos de fechas exactas para poder cubrir esta relación.
42 43  
43 44 ### Procesado de los datos sobre certificaciones ISO 27001
44 45  
45   -De esta fuente se generan 3 data.frames diferentes, uno con las certificaciones por pais, otro con los web sites por pais y otro con las certificaciones por sector industrial. Aunque en este estudio solo emplearemos el primero y el último.
  46 +De esta fuente se generan tres tablas de datos diferentes, una con las certificaciones a empresas por pais, otra con las certificaciones a web sites por pais y otra con las certificaciones por sector industrial. Aunque el estudio, en su estado actual, solo empleará la primera.
46 47  
47   -Para las certificaciones por país el resultado final es el siguiente:
  48 +Dicha tabla, para las certificaciones de empresas por país, se presenta con el siguiente formato final:
48 49  
49 50 ```{r}
50 51 kable(head(Cert_PerCountry, 5))
51 52 ```
52 53  
53   -El proceso para llegar hasta esta apariencia en ambos casos es muy parecido. En primer lugar se sustituyen NAs por ceros para evitar problemas durante la representación gráfica, luego se eliminan aquellas líneas que tengan vacio el campo _Country_ ya que no nos serian de utilidad. A continuación se estandarizan algunos nombres de paises para poder cruzar correctamente los datos con los códigos de dos caracteres especificacos en la ISO, y obtener de paso su continente mediante el package de R _countrycode_.
  54 +La tabla para las certificaciones de web sites por país presenta un formato final muy parecido:
  55 +
  56 +```{r}
  57 +kable(head(Sites_PerCountry, 5))
  58 +```
  59 +
  60 +El proceso para llegar hasta esta apariencia en ambos casos es muy parecido, en primer lugar se sustituyen los datos vacios por ceros para evitar problemas durante la representación gráfica, luego se eliminan aquellas líneas que tengan vacio el campo _Country_ ya que no son de utilidad. Por último, se estandarizan algunos nombres de paises para poder cruzar correctamente los datos con los códigos de dos caracteres especificacos en la ISO correspondiente, y obtener de paso su continente mediante el package de R _countrycode_.
54 61  
55   -Para las certificaciones por sector industrial el resultado final es el siguiente:
  62 +Para la tabla con las certificaciones por sector industrial el formato es algo más diferente.
56 63  
57 64 ```{r}
58 65 kable(head(Cert_PerSector, 5))
59 66 ```
60 67  
61   -El procesado es parecido, aunque no se realiza toda la parte relativa al estandarizado de los nombres de los paises, en este caso se estandarizan los diferentes sectores industriales para poder cruzarlos con los datos de los ataques y se eliminan aquellas lineas con _INDUSTRIAL.SECTOR_ vacio.
  68 +El procesado es parecido, aunque no se realiza toda la parte relativa al estandarizado de los nombres de los paises, en este caso se estandarizan los diferentes sectores industriales para poder cruzarlos con los datos de los ataques, y se eliminan aquellas lineas con _INDUSTRIAL.SECTOR_ vacío por falta de utilidad.
62 69  
63 70 ### Procesado de los datos sobre ataques
64 71  
65   -Como comentabamos antes, aquí es donde encontramos el mayor problema, no existe un organismo que se dedique a mantener un repositorio con datos oficiales sobre ataques producidos. La fuente que escogimos proviene de la web y es administrada por _@paulsparrows_, consiste en reportes de la comunidad sobre ataques que se hayan hecho publicos, ademas con el paso de los años el formato en que se almacenaban los datos sobre dichos ataques ha evolucionado lo que nos provoca mayor complejidad a la hora de correlacionar los historicos de diferentes epocas.
  72 +Como comentabamos antes, aquí es donde encontramos el mayor problema, no existe un organismo que se dedique a mantener un repositorio con datos oficiales sobre ataques producidos. La fuente que se emplea proviene de una web administrada por @paulsparrows, consiste en reportes de la comunidad sobre ataques que se hayan hecho públicos, pero con el paso de los años el formato en que se almacenaban los datos sobre dichos ataques ha evolucionado, lo que nos provoca mayor complejidad a la hora de correlacionar los historicos de diferentes periodos.
66 73  
67   -El data.frame resultado tiene la siguiente apariencia:
  74 +La tabla presenta el siguiente formato:
68 75  
69 76 ```{r}
70 77 kable(head(Attacks, 5))
71 78 ```
72 79  
73   -Para llegar hasta el fueron necesarios procesos algo más complejos, pero se resumen en los siguientes:
  80 +El procesado requiere varios pasos algo más complejos, que se pueden resumir en los siguientes:
74 81  
75   -* Respecto al campo _Country_ se eliminaron NAs y se estandarizaron los valores para coincidir com el estandard ISO de dos caracteres. Además se ignoraron aquellos casos en los que no se pudo deducir el significado o no nos podia aportar nada: H, W, 14, EU, UN, TI y >1. TAmbién existian casos en los que una misma linea referenciaba a varios paises separados por saltos de linea o espacios en blanco, se desdoblaron dichas lineas en tantas como paises hubiera. Despues se procedió a cruzar con los nombres completos de pais y con sus continentes mediante el package _countrycode_.
76   -* Respecto al campo _Date_ se eliminaron NAs, además las fechas venian almacenadas en formato númerico con diferentes origenes, por lo que nos tocó calcular el origen de cada uno de los diferentes ficheros mediante una calculadora de fechas.
  82 +* Respecto al campo _Country_, se eliminan celdas vacias y se estandarizan los valores para coincidir com el estandard ISO de dos caracteres. Además se ignoran aquellos casos en los que no se pudo deducir el significado: _H, W, 14, EU, UN, TI y >1_. También se desdoblan en varios registros los casos en los que una sola linea referenciaba a varios paises separados por saltos de linea o espacios en blanco. Por último, se procede a cruzar la tabña con los nombres completos de pais y con sus continentes mediante el package _countrycode_.
  83 +* Respecto al campo _Date_, también se eliminan celdas vacias. Además, algunas de las fechas vienen almacenadas en formato númerico con diferentes origenes, por lo que es necesario calcular el origen de cada uno de los diferentes ficheros mediante una calculadora de fechas y aplicarlo correctamente.
77 84 * Respecto a los otros campos, se realizo una estandarización de los valores para poder cruzarlos correctamente con los datos de las certificaciones. Dicho proceso consistió en sacar todos los valores únicos en ambas fuentes y realizar equivalencias entre ellos. Los principales cambios se realizan en los campos _Attack.standar_ y _Target.standar_.
78 85  
79 86  
... ... @@ -81,7 +88,7 @@ Para llegar hasta el fueron necesarios procesos algo más complejos, pero se res
81 88  
82 89 ### Evolución general
83 90  
84   -En primer lugar, para poder intuir si este estudio tiene sentido, se observará la evolución temporal en general tanto de los ciberataques reportados como de las certificaciones realizadas en busca de patrones que puedan indicar una relación entre ambas evoluciones.
  91 +En primer lugar, como una buena manera de comenzar a intuir si este estudio tiene sentido, se observará la evolución temporal, en general, tanto de los ciberataques reportados, como de las certificaciones realizadas en busca de patrones que puedan indicar una relación entre ambas evoluciones.
85 92  
86 93 ```{r fig.width=4.5, fig.height=4,out.extra='style="float:left"'}
87 94 General.Certs.Evol <- ISO27001effectiveness::GetCertsEvolution(Cert_PerCountry,
... ... @@ -100,7 +107,7 @@ General.Attacks.Evol &lt;- ISO27001effectiveness::GetAttacksEvolution(Attacks,
100 107 General.Attacks.Evol[[1]]
101 108 ```
102 109  
103   -Como se puede observar en las gráficas, el número de empresas que obtienen la certificación crece anualmente, mientras que el numero de ataques tiende a descender, aunque es un poco más inestable. Del año 2013 al 2014 el número de ataques se reduce drásticamente, esto puede deberse a un problema en la fuente de datos, ya que al depender directamente de un ser humano pueden existir intervalos en los que se hayan registrado menos datos (por problemas del administrador, como falta de tiempo o interes). Otra explicación plausible, si tenemos en cuenta que las certificaciones de un año afectan a los ataques del año siguiente, es que justo en el año 2013 se produjo una revisión de la certificación, produciendose la ISO 27001:2013 que sustituyó a su predecesora 27001:2005, los cambios realizados pueden consultarse en la [web oficial](http://www.iso.org/iso/home/store/catalogue_tc/catalogue_detail.htm?csnumber=54534). Por último, también podría influir la diferencia en numero de certificados expedidos, teniendo en cuenta el mismo desplazamiento que en el caso anterior, ya que los años en que mayor es la diferencia en certificaciones obtenidas (2013 y 2015) causan una bajada en el número de ataques al año siguiente, y viceversa.
  110 +Como se puede observar en las gráficas, el número de empresas que obtienen la certificación crece anualmente, mientras que el numero de ataques tiende a descender, aunque es un poco más inestable. Del año 2013 al 2014 el número de ataques se reduce drásticamente, esto puede deberse a un problema en la fuente de datos, ya que al depender directamente de un ser humano pueden existir intervalos en los que se hayan registrado menos datos (por problemas del administrador, como falta de tiempo o interés). Otra explicación plausible, si tenemos en cuenta que las certificaciones de un año afectan a los ataques del año siguiente, es que justo en el año 2013 se produjo una revisión de la certificación, produciendose la ISO 27001:2013 que sustituyó a su predecesora 27001:2005, los cambios realizados pueden consultarse en la [web oficial](http://www.iso.org/iso/home/store/catalogue_tc/catalogue_detail.htm?csnumber=54534). Por último, también podría influir la diferencia en número de certificados expedidos, teniendo en cuenta el mismo desplazamiento que en el caso anterior, ya que los años en que mayor es la diferencia en certificaciones obtenidas (2013 y 2015) causan una bajada en el número de ataques al año siguiente, y viceversa. Esta última hipótesis es la que le da sentido a este estudio, aunque posiblemente el resto podrían representar la causa, o al menos influir en ella, de la bajada de los ciberataques.
104 111  
105 112 No obstante, para simplificar este estudio, se tratará de analizar más las estimaciones de las gráficas y no tanto las irregularidades de las mismas. Para observar que dichas irregularidades no son tan importantes en realidad, a continuación se representa la evolución de los ataques mes a mes, aunque en el resto del análisis se empleará el año como unidad de tiempo ya que no disponemos de datos más precisos para las certificaciones.
106 113  
... ... @@ -108,13 +115,11 @@ No obstante, para simplificar este estudio, se tratará de analizar más las est
108 115 ISO27001effectiveness::GetAttacksMonthEvolution(Attacks)
109 116 ```
110 117  
111   -Podemos observar al aumentar la precisión en el eje X que los picos no eran en realidad tan graves en la fuente de datos como parecian.
  118 +Podemos observar, al aumentar la precisión en el eje X, que los picos en la curva no eran en realidad tan graves en la fuente de datos como parecian. También podemos observar que la tendencia de los ataques realmente tiene una pendiente más o menos negativa, aunque parece que asciende un poco en los ultimos meses.
112 119  
113   -También podemos observar que la tendencia de los ataques realmente tiene una pendiente más o menos negativa, aunque parece que asciende un poco en los ultimos meses.
  120 +Por último, aunque se puede observar que existen aproximaciones (como la del último gráfico) que se acercan mucho más a la función real que la lineal, para este estudio se utilizará esta última por simplicidad y como medida de orientación. Teniendo en cuenta esto, si nos basamos en las pendientes de las estimaciones lineales para los ataques y las certificaciones, podremos observar que la pendiente en ataques producidos es negativa (`r General.Attacks.Evol[[2]]`) y la de las certificaciones es positiva (`r General.Certs.Evol[[2]]`), por lo que se puede concluir que el estudio tiene una base real.
114 121  
115   -Por último, aunque se puede observar que existen aproximaciones (como la del último gráfico) que se acercan mucho más a la función real que la lineal, para este estudio se utilizará por simplicidad.
116   -
117   -### Evolución por tipo de ataque
  122 +### Evolución por tipo de ataque
118 123  
119 124 Podría darse el caso de que la certificación tenga una efectividad mayor contra ciertas técnicas de ataque, y que dicha efectividad se camufle entre el resto de técnicas, por ello se contemplará el estudio individual de los diferentes tipos de ataques definidos en la fuente de datos. Existen multitud de ellos, por lo que el estudio se tendrá que centrar en una pequeña parte, los más frecuentes. Para llevar a cabo esta elección se representan a continuación aquellos que representan al menos un 1% del total de ataques producidos.
120 125  
... ... @@ -188,14 +193,15 @@ Malware[[1]]
188 193 slope_mal <- Malware[[2]]
189 194 ```
190 195  
191   -Los tipos de ataque están ordenados por la pendiente de su tendencia, de menor a mayor, para reflejar cuáles están descendiendo más rápido y por lo tanto cuáles podrían reflejar mejor el aumento de certificaciones ISO27001 expedidas.
  196 +Los tipos de ataque están ordenados por la pendiente de su tendencia, de menor a mayor, para reflejar cuáles están descendiendo más rápido y por lo tanto cuáles podrían reflejar mejor el aumento de certificaciones ISO 27001 expedidas.
192 197  
193 198 Tanto _Malware_ como _Account Hijacking_ tienen una tendencia con pendiente positiva, `r slope_mal` y `r slope_AH` respectivamente.
194 199  
195   -La tendencia con una mayor pendiente negativa es _Injection_ (`r slope_inj`), aunque también _DDoS_ (`r slope_dos`) y _Defacement_ (`r slope_def`), presentan unas tendencias con pendientes negativas.
  200 +La tendencia con una mayor pendiente negativa es _Injection_ (`r slope_inj`), aunque también _DDoS_ (`r slope_dos`) y _Defacement_ (`r slope_def`) presentan unas tendencias con pendientes negativas.
196 201  
197   -Por otro lado tenemos _DNS_, cuya tendencia también tiene una pendiente negativa (`r slope_dns`), pero es muy moderada asi que podría considerarse estable y por lo tanto no conluyente para este estudio.
  202 +Por otro lado tenemos _DNS_, cuya tendencia también tiene una pendiente negativa (`r slope_dns`), pero es muy moderada asi que podría considerarse estable.
198 203  
  204 +Con estos números se puede concluir que los ataques de tipo _Injection_, _DDoS_ y _Defacement_ podrían verse afectados positivamente por la certificación ISO 2701, mientras que el resto, aparentemente y con los datos de los que disponemos, no se ven afectados.
199 205  
200 206 ### Evolución geográfica
201 207  
... ... @@ -230,7 +236,7 @@ ContinentAttacksEvolution &lt;- ISO27001effectiveness::GetContinentAttacksEvolution
230 236 ContinentAttacksEvolution[[1]]
231 237 ```
232 238  
233   -Se puede observar que en conjunto la pendiente de la tendencia de las certificaciones es creciente, mientras que la de los ataques es decreciente. No obstante, se procederá a comparar cada continente individualmente para poder observarlo con más precisión.
  239 +Se puede observar que, en conjunto, la pendiente de la tendencia de las certificaciones es creciente, mientras que la de los ataques es decreciente como ocurria en el análisis general. No obstante, se procederá a comparar cada continente individualmente para poder observarlo con más precisión.
234 240  
235 241 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
236 242 Ame_Cert <- GetContinentCertsSingleEvolution(ContinentCertEvolution[[2]], "Americas", "2013", 1400, 0.5)
... ... @@ -242,9 +248,6 @@ Ame_Att &lt;- GetContinentAttacksSigleEvolution(ContinentAttacksEvolution[[2]], &quot;Am
242 248 Ame_Att[[1]]
243 249 slope_Ame_Att <- Ame_Att[[2]]
244 250 ```
245   -
246   -Para _América_, la pendiente de la tendencia en las certificaciones es `r slope_Ame_Cert`, mientras que la pendiente de los ataques es `r slope_Ame_Att`.
247   -
248 251 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
249 252 Asi_Cert <- GetContinentCertsSingleEvolution(ContinentCertEvolution[[2]], "Asia", "2013", 13500, 0.5)
250 253 Asi_Cert[[1]]
... ... @@ -255,9 +258,6 @@ Asi_Att &lt;- GetContinentAttacksSigleEvolution(ContinentAttacksEvolution[[2]], &quot;As
255 258 Asi_Att[[1]]
256 259 slope_Asi_Att <- Asi_Att[[2]]
257 260 ```
258   -
259   -Para _Asia_, la pendiente de la tendencia en las certificaciones es `r slope_Asi_Cert`, mientras que la pendiente de los ataques es `r slope_Asi_Att`.
260   -
261 261 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
262 262 Eu_Cert <- GetContinentCertsSingleEvolution(ContinentCertEvolution[[2]], "Europe", "2013", 9500, 0.5)
263 263 Eu_Cert[[1]]
... ... @@ -269,9 +269,15 @@ Eu_Att[[1]]
269 269 slope_Eu_Att <- Eu_Att[[2]]
270 270 ```
271 271  
272   -Para _Europa_, la pendiente de la tendencia en las certificaciones es `r slope_Eu_Cert`, mientras que la pendiente de los ataques es `r slope_Eu_Att`.
  272 +En todos los continentes representados parece que se cumple la premisa de que los ataques tienen una tendencia negativa, mientras que las certificaciones positiva. No obstante, parece que el grado no es el mismo, las pendientes en las tendencias lineales difieren un poco entre si.
273 273  
274   -El análisis continuará estableciendo superficies geográficas más pequeñas, aumentando así la precisión, para poder observar lo que ocurre a nivel de paises. Se mostrarán a continuación los que superan aproximádamente un 2% de las certificaciones totales y el 1,5% para los ataques (porque _Estados Unidos_ recibe la gran mayoría y si no saldría solo), ya que la lista completa es demasiado extensa. Los nombres serán representados con los dos caracteres correspondientes al estándar ISO.
  274 +```{r}
  275 +kable(data.frame(Continente = c("América", "Europa", "Asia"),
  276 + `Pendiente Certificaciones` = c(slope_Ame_Cert, slope_Eu_Cert, slope_Asi_Cert),
  277 + `Pendiente Ciberataques` = c(slope_Ame_Att, slope_Eu_Att, slope_Asi_Att)))
  278 +```
  279 +
  280 +La tabla muestra que el continente que presenta una menor tendencia ascendente en certificaciones, es el que presenta un mayor descenso en la tendencia de ciberataques. Esto parece que no aporta nada al objetivo del estudio, para poder explicar este suceso y encontrar alguna relación que si nos aporte significado se procederá estableciendo superficies geográficas más pequeñas, aumentando así la precisión. Se mostrarán, a continuación, los paises que superan aproximádamente un 2% de las certificaciones totales y el 1,5% para los ataques (porque _Estados Unidos_ recibe la gran mayoría y si no saldría solo), ya que la lista completa es demasiado extensa. Los nombres serán representados con los dos caracteres correspondientes al estándar ISO que se puede consultar en la [web oficial](http://www.iso.org/iso/home/standards/country_codes.htm).
275 281  
276 282 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
277 283 CountryCol <- GetCountriesCol(Attacks,0, 0.5,
... ... @@ -282,9 +288,7 @@ CountryCol[[2]]
282 288 CountryCol[[1]]
283 289 ```
284 290  
285   -Como se puede observar, en la parte de certificaciones destaca de largo _Japón_ sobre los demás, que a su vez se encuentra bastante bajo en la lista de ataques. Y, de un modo totalmente contrario, en los ataques destaca _Estados Unidos_ por mucho, mientras que este mismo está muy bajo en certificaciones.
286   -
287   -El estudio continuará en profundidad con el top 3 de paises en número de certificaciones y en número de ataques recibidos, aunque algunos de ellos coincidan.
  291 +Como se puede observar, en la parte de certificaciones destaca _Japón_ sobre los demás paises, que a su vez se encuentra bastante bajo en la lista de ataques. Y, de un modo totalmente contrario, en los ataques destaca _Estados Unidos_, mientras que este mismo está muy bajo en certificaciones. El estudio continuará en profundidad con el top 3 de paises en número de certificaciones y en número de ataques recibidos, aunque algunos de ellos coincidan. A la izquierda se representará la evolucion de la ISO 27001 y a la derecha la de los ciberataques.
288 292  
289 293 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
290 294 US_Cert <- GetCountriesCertsSingleEvolution(Cert_PerCountry,
... ... @@ -302,9 +306,6 @@ US_Att &lt;- GetCountriesAttacksSingleEvolution(Attacks,
302 306 US_Att[[1]]
303 307 slope_US_Att <- US_Att[[2]]
304 308 ```
305   -
306   -La pendiente de la tendencia en los ataques para _`r CountryCol[[3]][1]`_ es `r slope_US_Att` mientras que la pendiente de las certificaciones es `r slope_US_Cert`.
307   -
308 309 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
309 310 GB_Cert <- GetCountriesCertsSingleEvolution(Cert_PerCountry,
310 311 CountryCol[[3]][2],
... ... @@ -321,9 +322,6 @@ GB_Att &lt;- GetCountriesAttacksSingleEvolution(Attacks,
321 322 GB_Att[[1]]
322 323 slope_GB_Att <- GB_Att[[2]]
323 324 ```
324   -
325   -La pendiente de los ataques para _`r CountryCol[[3]][2]`_ es `r slope_GB_Att` mientras que la pendiente de las certificaciones es `r slope_GB_Cert`.
326   -
327 325 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
328 326 IN_Cert <- GetCountriesCertsSingleEvolution(Cert_PerCountry,
329 327 CountryCol[[3]][3],
... ... @@ -340,9 +338,6 @@ IN_Att &lt;- GetCountriesAttacksSingleEvolution(Attacks,
340 338 IN_Att[[1]]
341 339 slope_IN_Att <- IN_Att[[2]]
342 340 ```
343   -
344   -La pendiente de los ataques para _`r CountryCol[[3]][3]`_ es `r slope_IN_Att` mientras que la pendiente de las certificaciones es `r slope_IN_Cert`.
345   -
346 341 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
347 342 JP_Cert <- GetCountriesCertsSingleEvolution(Cert_PerCountry,
348 343 CountryCol[[3]][4],
... ... @@ -360,7 +355,15 @@ JP_Att[[1]]
360 355 slope_JP_Att <- JP_Att[[2]]
361 356 ```
362 357  
363   -La pendiente de los ataques para _`r CountryCol[[3]][4]`_ es `r slope_JP_Att` mientras que la pendiente de las certificaciones es `r slope_JP_Cert`.
  358 +Una vez más, todos los paises parecen cumplir la premisa de un descenso en los ciberataques frente a un ascenso en las certificaciones. No obstante, parece que se vuelven a manifestar irregularidades en las pendientes de las tendencias.
  359 +
  360 +```{r}
  361 +kable(data.frame(Pais = c(CountryCol[[3]][1], CountryCol[[3]][2], CountryCol[[3]][3], CountryCol[[3]][4]),
  362 + `Pendiente Certificaciones` = c(slope_US_Cert, slope_GB_Cert, slope_IN_Cert, slope_JP_Cert),
  363 + `Pendiente Ciberataques` = c(slope_US_Att, slope_GB_Att, slope_IN_Att, slope_JP_Att)))
  364 +```
  365 +
  366 +Efectivamente, parece que una menor pendiente en las certificaciones genera una mayor pendiente descendente en los ciberataques. Eso si, esta vez de forma más moderada, y parece algo exclusivo de _Estados Unidos_, ya que en el resto de paises representados se cumple que a mayor ascenso en la pendiente de certificaciones, menor es la pendiente de los ciberataques, lo cual cuadra con el objetivo de este estudio. Parece que la evolución geográfica podría no ser un factor que afectara diréctamente a la efectividad de la ISO 27001.
364 367  
365 368 ### Evolución geográfica y tipo de ataque
366 369  
... ... @@ -370,7 +373,7 @@ Hasta ahora se han analizado por separado el tipo de ataque y la localización g
370 373 ISO27001effectiveness::GetContinentAttackCol(Attacks, "US", "JP")
371 374 ```
372 375  
373   -Como se pudo apreciar en un apartado previo, la ISO 27001 parece especialmente efectiva contra las técnicas de _Defacement_, _DDoS_ e _Injection_, en los gráficos previos se puede observar que _Estados Unidos_ tiene un menor porcentaje de este tipo de ataques con respecto a _Japón_. Para valorarlo mejor se representará a continuación cómo evolucionan con el tiempo en ambos paises.
  376 +Como se pudo apreciar en un apartado previo, la ISO 27001 parece especialmente efectiva contra las técnicas de _Defacement_, _DDoS_ e _Injection_, en el gráfico previo se puede observar que _Estados Unidos_ tiene un menor porcentaje de este tipo de ataques con respecto a _Japón_, sin embargo también hemos visto que _Estados Unidos_ presenta un descenso mayor en los ataques recibidos que _Japón_. Para valorarlo mejor, se representará a continuación cómo evolucionan dichos ataques en ambos paises.
374 377  
375 378 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
376 379 US_Att_Year <- ISO27001effectiveness::GetContinentAttackEvolution(Attacks, "US")
... ... @@ -382,7 +385,7 @@ JP_Att_Year &lt;- ISO27001effectiveness::GetContinentAttackEvolution(Attacks, &quot;JP&quot;)
382 385 JP_Att_Year[[1]]
383 386 ```
384 387  
385   -Como se puede observar, en _Estados Unidos_ se presenta una tendencia mayor a recibir los tipos de ataques que parecen menos afectados por la ISO 27001, mientras que en _Japón_ parecen matenerse. Se representarán las tendecias para cada técnica en ambos paises.
  388 +Observando las gráficas, parece que se cumplen las conclusiones del apartado previo en el que ciertos tipos de ataques presentan una tendencia negativa ante la ISO 27001, mientras que otros se mantienen o incluso aumentan, lo que parece indicar que la certificación no es lo suficientemente efectiva ante ellos. No obstante, estudiaremos cada caso individualmente en ambos paises para buscar una explicación a las tendencias de _Estados Unidos_.
386 389  
387 390 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
388 391 US_dds_Year <- GetAttackTypeSigleEvolution(US_Att_Year[[2]],
... ... @@ -400,9 +403,6 @@ JP_dds_Year &lt;- GetAttackTypeSigleEvolution(JP_Att_Year[[2]],
400 403 JP_dds_Year[[1]]
401 404 slope_JP_dds <- JP_dds_Year[[2]]
402 405 ```
403   -
404   -Para _DDoS_, la pendiente de la tendencia es menor en _Estados Unidos_(`r slope_US_dds`) que en _Japón_(`r slope_JP_dds`).
405   -
406 406 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
407 407 US_def_Year <- GetAttackTypeSigleEvolution(US_Att_Year[[2]],
408 408 "Defacement",
... ... @@ -419,9 +419,6 @@ JP_def_Year &lt;- GetAttackTypeSigleEvolution(JP_Att_Year[[2]],
419 419 JP_def_Year[[1]]
420 420 slope_JP_def <- JP_def_Year[[2]]
421 421 ```
422   -
423   -Para _Defacement_, la pendiente de la tendencia es menor en _Estados Unidos_(`r slope_US_def`) que en _Japón_(`r slope_JP_def`), aunque es muy parecida.
424   -
425 422 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
426 423 US_inj_Year <- GetAttackTypeSigleEvolution(US_Att_Year[[2]],
427 424 "Injection",
... ... @@ -438,9 +435,6 @@ JP_inj_Year &lt;- GetAttackTypeSigleEvolution(JP_Att_Year[[2]],
438 435 JP_inj_Year[[1]]
439 436 slope_JP_inj <- JP_inj_Year[[2]]
440 437 ```
441   -
442   -Para _Injection_, la pendiente de la tendencia es menor en _Estados Unidos_(`r slope_US_inj`) que en _Japón_(`r slope_JP_inj`).
443   -
444 438 ```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
445 439 US_Oth_Year <- GetAttackTypeSigleEvolution(US_Att_Year[[2]],
446 440 "Otros",
... ... @@ -458,19 +452,44 @@ JP_Oth_Year[[1]]
458 452 slope_JP_Oth <- JP_Oth_Year[[2]]
459 453 ```
460 454  
461   -Para _Otros_, la pendiente de la tendencia es mayor en _Estados Unidos_(`r slope_US_inj`) que en _Japón_(`r slope_JP_inj`).
  455 +Tras analizar las gráficas, se puede comprobar que se cumplen las premisas, los ataques contra los que la ISO 27001 es efectiva presentan en ambos paises una tendencia al descenso, mientras que los calificados como _Otros_ ascienden o se mantienen. No obstante, se procederá a dibujar la tabla de pendientes.
  456 +
  457 +```{r}
  458 +kable(data.frame(Ataque = c("DDoS", "Defacement", "Injection", "Otros"),
  459 + `Pendiente Estados Unidos` = c(slope_US_dds, slope_US_def, slope_US_inj, slope_US_Oth),
  460 + `Pendiente Japón` = c(slope_JP_dds, slope_JP_def, slope_JP_inj, slope_JP_Oth)))
  461 +```
  462 +
  463 +Se puede apreciar que el motivo por el que incluso en la actualidad _Estados Unidos_ recibe más ataques (en número) en nuestra fuente de datos es porque tiene un mayor porcentaje de ataques aparentemente infalibles contra la certificación ISO 27001. No obstante, el hecho de que en dicho pais la pendiente del descenso en ataques sea tan baja sigue sin una explicación directa en relación a otro pais.
  464 +
  465 +En conclusión, parece que la certificación ISO 27001 es más efectiva en _América_ que en _Asia_ y _Europa_, aunque la primera sigue recibiendo muchos más ataques en número.
462 466  
463 467 ## Conclusiones
464 468  
  469 +Al final de cada apartado se han definido las conclusiones referentes al mismo, no obstante se realizará un resumen y se completarán punto por punto sin tener en cuenta que, en ocasiones con una alta probabilidad, muchas cosas podrían explicarse mediante factores externos o por el un poquito deficiente origen de datos de ciberataques.
  470 +
  471 +* La certificación ISO 27001 parece afectar positivamente a la seguridad en las empresas, generando un descenso en el número de ciberataques producidos.
  472 +
  473 +* La revisión y actualización de la norma parece generar un mínimo en los periodos inmediatamente consecutivos a su implementación. Aunque, también parece que los ataques se adaptan y reaccionan a algunas circunstancias como puede observarse en la evolución mes a mes del primer apartado.
  474 +
  475 +* La certificación ISO 27001 parece no ser igual de efectiva ante todas las técnicas de ciberataques, concretamente parece especialmente efectiva contra: _Injection_, _Defacement_ y _DDoS_. Curiosamente las dos primeras refentes a los sitios web de las empresas.
  476 +
  477 +* La certificación ISO 27001 parece no ser igual de efectiva en todas las regiones, independientemente de los tipos de ataque recibidos en cada una de ellas, parece que en la región de _América_ funciona mejor que en _Europa_ y _Asia_. Esto puede que se deba a las costumbres de la zona, u a otras normas de seguridad que se apliquen conjuntamente en esta región.
465 478  
  479 +Por lo tanto, podemos contestar a la pregunta que titula este estudio afirmativamente. De hecho, no solo podemos contestar a la pregunta de una forma general, si no que podemos aportar detalles sobre el comportamiento de la misma.
466 480  
467 481 ## Trabajo futuro
468   -Como trabajo futuro, el estudio podría seguir diversas líneas de investigación, resumidas en los siguientes puntos:
  482 +
  483 +De cara a un futuro, el estudio podría seguir diversas líneas de investigación resumidas en los siguientes puntos:
469 484  
470 485 * Mejorar la fuente de datos de ciberataques. Una fuente cuya administración, recopilación y mantenimiento no dependiera de una sola persona y fuera más constante, homogenea y detallada.
471   -* Conectar los datos sobre web sites certificados por pais que nos provee la fuente de datos de certificaciones.
  486 +
  487 +* Conectar los datos sobre web sites certificados por país que nos provee la fuente de datos de certificaciones.
  488 +
472 489 * Homogenizar los nombres y conectar los datos sobre sectores industriales que nos proveen ambas fuentes.
  490 +
473 491 * Investigación más a fondo de los cambios realizados sobre la norma 27001, como la 27001:2013, para relacionarlos con las irregularidades en las curvas de ataques.
  492 +
474 493 * Incorporar nuevas variables que puedan afectar al estudio, como parches importantes u otras normas parecidas.
475 494  
476 495 Creemos que la investigación de estas cuestiones puede dar más robustez a las conclusiones expuestas en este estudio.
... ...
ISO27001effectiveness/Report.html
  View file @8e5445a
... ... @@ -11,7 +11,7 @@
11 11  
12 12  
13 13  
14   -<title>Estudio sobre la efectividad de la certificación ISO 27001</title>
  14 +<title>¿Realmente se puede relacionar la implantación ISO 27001 con un descenso en los ciberataques producidos?</title>
15 15  
16 16 <script src="data:application/x-javascript;base64,/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
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... ... @@ -115,30 +115,30 @@ $(document).ready(function () {
115 115  
116 116  
117 117  
118   -<h1 class="title toc-ignore">Estudio sobre la efectividad de la certificación ISO 27001</h1>
  118 +<h1 class="title toc-ignore">¿Realmente se puede relacionar la implantación ISO 27001 con un descenso en los ciberataques producidos?</h1>
119 119  
120 120 </div>
121 121  
122 122  
123 123 <div id="introduccion" class="section level2">
124 124 <h2>Introducción</h2>
125   -<p>La creciente preocupación de muchas empresas con infraestructura IT crítica frente a ciberataques ha llevado a algunas de ellas a tomar medidas de seguridad como la creación de departamentos de Seguridad de la Información, llevar a cabo auditorías de seguridad y obtener certificaciones de seguridad entre otras.</p>
  125 +<p>La creciente preocupación de muchas empresas con infraestructura IT crítica frente a ciberataques ha llevado a algunas de ellas a tomar medidas como: la creación de departamentos de <em>Seguridad de la Información</em>, llevar a cabo auditorías u obtener certificaciones entre otras.</p>
126 126 <p>El objetivo de este estudio es tratar de determinar, en la medida de lo posible, si conformar los sistemas de la empresa según la certificación ISO 27001 conlleva una disminución en el número de ciberataques producidos.</p>
127 127 </div>
128 128 <div id="datos-analizados" class="section level2">
129 129 <h2>Datos analizados</h2>
130   -<p>La primera barrera a superar en este estudio es la obtención de datos directos sobre ciberataques. No existe un repositorio oficial con todos los ciberataques producidos ya que en muchos de ellos no se dan a conocer los nombres de todas las empresas afectadas u otros datos relevantes sobre los mismos, por ello nos basaremos en los ataques reportados en una única web. Además, debido al cambio de formato de los datos de origen con los años, hemos optado por generalizar los datos lo que nos permitirá hacer un análisis por país, sector o tipo de ataque. Desafortunadamente, esto compromete el análisis, ya que al generalizar los datos son muchos más los efectos que podrian alteran los resultados, ya que existen mayor cantidad de factores externos que este estudio no cubre.</p>
131   -<p>Respecto a los datos de certificaciones ISO 27001, proceden de la fuente oficial asi que se podría decir que son totalmente fiables.</p>
  130 +<p>La primera barrera a superar en este estudio es la obtención de datos directos sobre ciberataques. No existe un repositorio oficial con todos los ciberataques producidos, ya que en muchos de ellos no se dan a conocer los nombres de todas las empresas afectadas u otros datos relevantes sobre los mismos, por ello nos basaremos en los ataques reportados en una única web. Además, debido al cambio de formato de los datos de origen con los años, hemos optado por generalizar bastante, lo que nos permitirá hacer un análisis por país, sector o tipo de ataque. Desafortunadamente, esto compromete el análisis, ya que al generalizar los datos son muchos más los efectos que podrian alteran los resultados, ya que existen mayor cantidad de factores externos que este estudio no cubre.</p>
  131 +<p>Respecto a los datos de certificaciones ISO 27001, proceden de la fuente oficial asi que se podría considerarsetotalmente fiables.</p>
132 132 <p>Los datos que se han recogido para este estudio son:</p>
133 133 <ul>
134   -<li>Lista de países y sectores profesionales que han obtenido certificación ISO 27001 (2007-2015) <a href="http://www.iso.org/iso/iso_27001_iso_survey2015.xls" class="uri">http://www.iso.org/iso/iso_27001_iso_survey2015.xls</a></li>
135   -<li>Lista de ciberataques producidos (con éxito) por país, sector profesional y tipo de ataque (2012-2016) <a href="http://www.hackmageddon.com" class="uri">http://www.hackmageddon.com</a></li>
  134 +<li>Lista de países y sectores profesionales que han obtenido certificación ISO 27001 (2007-2015): <a href="http://www.iso.org/iso/iso_27001_iso_survey2015.xls">Web oficial ISO Survey</a>.</li>
  135 +<li>Lista de ciberataques producidos (con éxito) por país, sector profesional y tipo de ataque (2012-2016): <a href="http://www.hackmageddon.com">Hackmageddon</a>.</li>
136 136 </ul>
137 137 <p>El análisis se realizará desde 2011 hasta 2016, teniendo en cuenta que los datos de las certificaciones realizadas en un año afectarán a los ataques del año siguiente, por lo tanto no se necesitarán datos de ciberataques en 2011 ni de certificaciones en 2016. Esto es una de las generalizaciones que antes comentabamos, ya que en realidad una certificación podría afectar a los datos de su mismo año, pero no disponemos de fechas exactas para poder cubrir esta relación.</p>
138 138 <div id="procesado-de-los-datos-sobre-certificaciones-iso-27001" class="section level3">
139 139 <h3>Procesado de los datos sobre certificaciones ISO 27001</h3>
140   -<p>De esta fuente se generan 3 data.frames diferentes, uno con las certificaciones por pais, otro con los web sites por pais y otro con las certificaciones por sector industrial. Aunque en este estudio solo emplearemos el primero y el último.</p>
141   -<p>Para las certificaciones por país el resultado final es el siguiente:</p>
  140 +<p>De esta fuente se generan tres tablas de datos diferentes, una con las certificaciones a empresas por pais, otra con las certificaciones a web sites por pais y otra con las certificaciones por sector industrial. Aunque el estudio, en su estado actual, solo empleará la primera.</p>
  141 +<p>Dicha tabla, para las certificaciones de empresas por país, se presenta con el siguiente formato final:</p>
142 142 <table>
143 143 <thead>
144 144 <tr class="header">
... ... @@ -205,8 +205,75 @@ $(document).ready(function () {
205 205 </tr>
206 206 </tbody>
207 207 </table>
208   -<p>El proceso para llegar hasta esta apariencia en ambos casos es muy parecido. En primer lugar se sustituyen NAs por ceros para evitar problemas durante la representación gráfica, luego se eliminan aquellas líneas que tengan vacio el campo <em>Country</em> ya que no nos serian de utilidad. A continuación se estandarizan algunos nombres de paises para poder cruzar correctamente los datos con los códigos de dos caracteres especificacos en la ISO, y obtener de paso su continente mediante el package de R <em>countrycode</em>.</p>
209   -<p>Para las certificaciones por sector industrial el resultado final es el siguiente:</p>
  208 +<p>La tabla para las certificaciones de web sites por país presenta un formato final muy parecido:</p>
  209 +<table>
  210 +<thead>
  211 +<tr class="header">
  212 +<th align="left">Country</th>
  213 +<th align="right">X2011</th>
  214 +<th align="right">X2012</th>
  215 +<th align="right">X2013</th>
  216 +<th align="right">X2014</th>
  217 +<th align="right">X2015</th>
  218 +<th align="left">country_short</th>
  219 +<th align="left">Continent</th>
  220 +</tr>
  221 +</thead>
  222 +<tbody>
  223 +<tr class="odd">
  224 +<td align="left">Afghanistan</td>
  225 +<td align="right">0</td>
  226 +<td align="right">0</td>
  227 +<td align="right">1</td>
  228 +<td align="right">0</td>
  229 +<td align="right">6</td>
  230 +<td align="left">AF</td>
  231 +<td align="left">Asia</td>
  232 +</tr>
  233 +<tr class="even">
  234 +<td align="left">Albania</td>
  235 +<td align="right">3</td>
  236 +<td align="right">2</td>
  237 +<td align="right">5</td>
  238 +<td align="right">8</td>
  239 +<td align="right">23</td>
  240 +<td align="left">AL</td>
  241 +<td align="left">Europe</td>
  242 +</tr>
  243 +<tr class="odd">
  244 +<td align="left">Algeria</td>
  245 +<td align="right">0</td>
  246 +<td align="right">1</td>
  247 +<td align="right">2</td>
  248 +<td align="right">2</td>
  249 +<td align="right">5</td>
  250 +<td align="left">DZ</td>
  251 +<td align="left">Africa</td>
  252 +</tr>
  253 +<tr class="even">
  254 +<td align="left">Andorra</td>
  255 +<td align="right">0</td>
  256 +<td align="right">0</td>
  257 +<td align="right">0</td>
  258 +<td align="right">2</td>
  259 +<td align="right">4</td>
  260 +<td align="left">AD</td>
  261 +<td align="left">Europe</td>
  262 +</tr>
  263 +<tr class="odd">
  264 +<td align="left">Angola</td>
  265 +<td align="right">0</td>
  266 +<td align="right">0</td>
  267 +<td align="right">0</td>
  268 +<td align="right">0</td>
  269 +<td align="right">1</td>
  270 +<td align="left">AO</td>
  271 +<td align="left">Africa</td>
  272 +</tr>
  273 +</tbody>
  274 +</table>
  275 +<p>El proceso para llegar hasta esta apariencia en ambos casos es muy parecido, en primer lugar se sustituyen los datos vacios por ceros para evitar problemas durante la representación gráfica, luego se eliminan aquellas líneas que tengan vacio el campo <em>Country</em> ya que no son de utilidad. Por último, se estandarizan algunos nombres de paises para poder cruzar correctamente los datos con los códigos de dos caracteres especificacos en la ISO correspondiente, y obtener de paso su continente mediante el package de R <em>countrycode</em>.</p>
  276 +<p>Para la tabla con las certificaciones por sector industrial el formato es algo más diferente.</p>
210 277 <table>
211 278 <thead>
212 279 <tr class="header">
... ... @@ -267,12 +334,12 @@ $(document).ready(function () {
267 334 </tr>
268 335 </tbody>
269 336 </table>
270   -<p>El procesado es parecido, aunque no se realiza toda la parte relativa al estandarizado de los nombres de los paises, en este caso se estandarizan los diferentes sectores industriales para poder cruzarlos con los datos de los ataques y se eliminan aquellas lineas con <em>INDUSTRIAL.SECTOR</em> vacio.</p>
  337 +<p>El procesado es parecido, aunque no se realiza toda la parte relativa al estandarizado de los nombres de los paises, en este caso se estandarizan los diferentes sectores industriales para poder cruzarlos con los datos de los ataques, y se eliminan aquellas lineas con <em>INDUSTRIAL.SECTOR</em> vacío por falta de utilidad.</p>
271 338 </div>
272 339 <div id="procesado-de-los-datos-sobre-ataques" class="section level3">
273 340 <h3>Procesado de los datos sobre ataques</h3>
274   -<p>Como comentabamos antes, aquí es donde encontramos el mayor problema, no existe un organismo que se dedique a mantener un repositorio con datos oficiales sobre ataques producidos. La fuente que escogimos proviene de la web y es administrada por <a href="mailto:_@paulsparrows_">_@paulsparrows_</a>, consiste en reportes de la comunidad sobre ataques que se hayan hecho publicos, ademas con el paso de los años el formato en que se almacenaban los datos sobre dichos ataques ha evolucionado lo que nos provoca mayor complejidad a la hora de correlacionar los historicos de diferentes epocas.</p>
275   -<p>El data.frame resultado tiene la siguiente apariencia:</p>
  341 +<p>Como comentabamos antes, aquí es donde encontramos el mayor problema, no existe un organismo que se dedique a mantener un repositorio con datos oficiales sobre ataques producidos. La fuente que se emplea proviene de una web administrada por <span class="citation">@paulsparrows</span>, consiste en reportes de la comunidad sobre ataques que se hayan hecho públicos, pero con el paso de los años el formato en que se almacenaban los datos sobre dichos ataques ha evolucionado, lo que nos provoca mayor complejidad a la hora de correlacionar los historicos de diferentes periodos.</p>
  342 +<p>La tabla presenta el siguiente formato:</p>
276 343 <table>
277 344 <thead>
278 345 <tr class="header">
... ... @@ -327,10 +394,10 @@ $(document).ready(function () {
327 394 </tr>
328 395 </tbody>
329 396 </table>
330   -<p>Para llegar hasta el fueron necesarios procesos algo más complejos, pero se resumen en los siguientes:</p>
  397 +<p>El procesado requiere varios pasos algo más complejos, que se pueden resumir en los siguientes:</p>
331 398 <ul>
332   -<li>Respecto al campo <em>Country</em> se eliminaron NAs y se estandarizaron los valores para coincidir com el estandard ISO de dos caracteres. Además se ignoraron aquellos casos en los que no se pudo deducir el significado o no nos podia aportar nada: H, W, 14, EU, UN, TI y &gt;1. TAmbién existian casos en los que una misma linea referenciaba a varios paises separados por saltos de linea o espacios en blanco, se desdoblaron dichas lineas en tantas como paises hubiera. Despues se procedió a cruzar con los nombres completos de pais y con sus continentes mediante el package <em>countrycode</em>.</li>
333   -<li>Respecto al campo <em>Date</em> se eliminaron NAs, además las fechas venian almacenadas en formato númerico con diferentes origenes, por lo que nos tocó calcular el origen de cada uno de los diferentes ficheros mediante una calculadora de fechas.</li>
  399 +<li>Respecto al campo <em>Country</em>, se eliminan celdas vacias y se estandarizan los valores para coincidir com el estandard ISO de dos caracteres. Además se ignoran aquellos casos en los que no se pudo deducir el significado: <em>H, W, 14, EU, UN, TI y &gt;1</em>. También se desdoblan en varios registros los casos en los que una sola linea referenciaba a varios paises separados por saltos de linea o espacios en blanco. Por último, se procede a cruzar la tabña con los nombres completos de pais y con sus continentes mediante el package <em>countrycode</em>.</li>
  400 +<li>Respecto al campo <em>Date</em>, también se eliminan celdas vacias. Además, algunas de las fechas vienen almacenadas en formato númerico con diferentes origenes, por lo que es necesario calcular el origen de cada uno de los diferentes ficheros mediante una calculadora de fechas y aplicarlo correctamente.</li>
334 401 <li>Respecto a los otros campos, se realizo una estandarización de los valores para poder cruzarlos correctamente con los datos de las certificaciones. Dicho proceso consistió en sacar todos los valores únicos en ambas fuentes y realizar equivalencias entre ellos. Los principales cambios se realizan en los campos <em>Attack.standar</em> y <em>Target.standar</em>.</li>
335 402 </ul>
336 403 </div>
... ... @@ -339,14 +406,13 @@ $(document).ready(function () {
339 406 <h2>Análisis</h2>
340 407 <div id="evolucion-general" class="section level3">
341 408 <h3>Evolución general</h3>
342   -<p>En primer lugar, para poder intuir si este estudio tiene sentido, se observará la evolución temporal en general tanto de los ciberataques reportados como de las certificaciones realizadas en busca de patrones que puedan indicar una relación entre ambas evoluciones.</p>
  409 +<p>En primer lugar, como una buena manera de comenzar a intuir si este estudio tiene sentido, se observará la evolución temporal, en general, tanto de los ciberataques reportados, como de las certificaciones realizadas en busca de patrones que puedan indicar una relación entre ambas evoluciones.</p>
343 410 <p><img 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" 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" width="432" /></p>
344   -<p>Como se puede observar en las gráficas, el número de empresas que obtienen la certificación crece anualmente, mientras que el numero de ataques tiende a descender, aunque es un poco más inestable. Del año 2013 al 2014 el número de ataques se reduce drásticamente, esto puede deberse a un problema en la fuente de datos, ya que al depender directamente de un ser humano pueden existir intervalos en los que se hayan registrado menos datos (por problemas del administrador, como falta de tiempo o interes). Otra explicación plausible, si tenemos en cuenta que las certificaciones de un año afectan a los ataques del año siguiente, es que justo en el año 2013 se produjo una revisión de la certificación, produciendose la ISO 27001:2013 que sustituyó a su predecesora 27001:2005, los cambios realizados pueden consultarse en la <a href="http://www.iso.org/iso/home/store/catalogue_tc/catalogue_detail.htm?csnumber=54534">web oficial</a>. Por último, también podría influir la diferencia en numero de certificados expedidos, teniendo en cuenta el mismo desplazamiento que en el caso anterior, ya que los años en que mayor es la diferencia en certificaciones obtenidas (2013 y 2015) causan una bajada en el número de ataques al año siguiente, y viceversa.</p>
  411 +<p>Como se puede observar en las gráficas, el número de empresas que obtienen la certificación crece anualmente, mientras que el numero de ataques tiende a descender, aunque es un poco más inestable. Del año 2013 al 2014 el número de ataques se reduce drásticamente, esto puede deberse a un problema en la fuente de datos, ya que al depender directamente de un ser humano pueden existir intervalos en los que se hayan registrado menos datos (por problemas del administrador, como falta de tiempo o interés). Otra explicación plausible, si tenemos en cuenta que las certificaciones de un año afectan a los ataques del año siguiente, es que justo en el año 2013 se produjo una revisión de la certificación, produciendose la ISO 27001:2013 que sustituyó a su predecesora 27001:2005, los cambios realizados pueden consultarse en la <a href="http://www.iso.org/iso/home/store/catalogue_tc/catalogue_detail.htm?csnumber=54534">web oficial</a>. Por último, también podría influir la diferencia en número de certificados expedidos, teniendo en cuenta el mismo desplazamiento que en el caso anterior, ya que los años en que mayor es la diferencia en certificaciones obtenidas (2013 y 2015) causan una bajada en el número de ataques al año siguiente, y viceversa. Esta última hipótesis es la que le da sentido a este estudio, aunque posiblemente el resto podrían representar la causa, o al menos influir en ella, de la bajada de los ciberataques.</p>
345 412 <p>No obstante, para simplificar este estudio, se tratará de analizar más las estimaciones de las gráficas y no tanto las irregularidades de las mismas. Para observar que dichas irregularidades no son tan importantes en realidad, a continuación se representa la evolución de los ataques mes a mes, aunque en el resto del análisis se empleará el año como unidad de tiempo ya que no disponemos de datos más precisos para las certificaciones.</p>
346 413 <p><img 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" width="864" /></p>
347   -<p>Podemos observar al aumentar la precisión en el eje X que los picos no eran en realidad tan graves en la fuente de datos como parecian.</p>
348   -<p>También podemos observar que la tendencia de los ataques realmente tiene una pendiente más o menos negativa, aunque parece que asciende un poco en los ultimos meses.</p>
349   -<p>Por último, aunque se puede observar que existen aproximaciones (como la del último gráfico) que se acercan mucho más a la función real que la lineal, para este estudio se utilizará por simplicidad.</p>
  414 +<p>Podemos observar, al aumentar la precisión en el eje X, que los picos en la curva no eran en realidad tan graves en la fuente de datos como parecian. También podemos observar que la tendencia de los ataques realmente tiene una pendiente más o menos negativa, aunque parece que asciende un poco en los ultimos meses.</p>
  415 +<p>Por último, aunque se puede observar que existen aproximaciones (como la del último gráfico) que se acercan mucho más a la función real que la lineal, para este estudio se utilizará esta última por simplicidad y como medida de orientación. Teniendo en cuenta esto, si nos basamos en las pendientes de las estimaciones lineales para los ataques y las certificaciones, podremos observar que la pendiente en ataques producidos es negativa (-226.3) y la de las certificaciones es positiva (2532.3), por lo que se puede concluir que el estudio tiene una base real.</p>
350 416 </div>
351 417 <div id="evolucion-por-tipo-de-ataque" class="section level3">
352 418 <h3>Evolución por tipo de ataque</h3>
... ... @@ -365,10 +431,11 @@ $(document).ready(function () {
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" width="864" /></p>
366 432 <p>Como se puede observar en la evolución temporal reflejada en el gráfico, existen ciertas técnicas que más o menos son constantes en el tiempo, y existen otras que tienen o podrían tener una tendencia con pendiente negativa clara. A continuación se representarán los ataques por separado junto con sus estimaciones lineales para observar qué tendencias tienen una pendiente negativa más clara.</p>
367 433 <p><img 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" 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" 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" 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" 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PDxajAAcmusBPIDKHtAHPJKP0u0NxlAH19ctI92u93zsQ0GAMX6nhkgP3yWyJjJALrZaYDur3eVnv422ABAkfJMP4vUbKkAutlpgMqUc1GD87y/sQ6AchelM/LmZ4lRYxqA6kSjADqpdHN//eMvvY1VAJR9WDypFh9e81ZJALot6TlpgG5Utvn8dveyt3F+gEZraF+AMk/MTalLP7xmztMA9MNPDxqgz2/Lxwqq5/YGC4AS+J4FILP34rV2lwSgShqgjy90b3VbblsbSt8oBR8mSkWKWYokJp4yui8PnaGhCQE6mQCdVgTQ8nEJw+cspOcHSCssWYbsZWi8BPL2zXuD1lD9wRevOyi3BVAa30UBGo7ded3DnQ2giRpoFQDlvEm9p5G5H17fIkkNEOdRWCqAsn5NxtLo1OG6AXq4UVM+zTyQsbEigDJ+09PU+NQzzXepL0ImB4jvTPREDR3iuwxAEysXRIC8D8cEIL5rYVOfyRCA8v3aRavJlS+S72K/JpIcoPKBsQBvbawHoIy/t9NoeuGUBpD/EbkAxPZ+IEkAzS28U3yX+0W1ZAD5KaypIXu1miqBwgDK9pNxtWZv3CABFHBQADSvyZgH+eYEyHHfD8F3wV+VBUCBAOX62Vz3fWMUgEKOC4DmlRagbD/c7b7t0O275C/rA6BQgPL86QA3PxSAAg4MgByarKFDfXMARMCH4LvoXxfaEECJfTP8+SQSPwSAfI9L9J3YCwAF+qYGiIaP23fZv7AIgMIBcgTK05fKjxsgr8PSfaf22gZA0yVQuG9KgMj4OH0X/ivT2wEovW/CP6PtwY8TIPpRvXwn9wJAwb7JAPLAx+UbnIAA0KzyADQbLLKvT/px+gbzA4DmNFMCxfgmAcgPH4dveAICQHOau67nBcgz/bh8w/kBQHPKBdBcvEi+/vzM+kYkIAA0p0wAzX7gCb4B+DgA8jHy8J3bCwCdzTeIHwB0BoDmaujI0V24bxg+s74xPRgAmlF8rRLg7PAN5WcWIF8vou/sXgAobo0tzDcYnznfqAQEgGaUE6CgNbYIfuYACnCj+M7vtQGAZkug6Dsd/X1j8JnxjUtAAGhaiZYcPM0nfeP4mQEozM/p69gLAMUBNBm3Cd9IfKbbG5mAANC0MgPk9YXFaH6mAQp2nPd17QWAIgGaityobzQ+k+2NTUAAaFLzNfSSAMWnn3HfmVZE+zr32gJAeXwd/kPfFPhMtTc6AQGgSeUGaOLD3/dNkn5GfOfaEO/r3gsAxQNE+fngVPyMtzc+AQGgKTlKoAQAjX/8Ld9k+EwBlMmXsNcGAMrj6zqE6ZuQn9H2JkhAAGhKCwA0mgA635T4TACUyZeyFwBKAdDIMVrftPyMtTdFAgJAU1oCoLEUoH0T4zMOUCZf0l5rB8hVQycCaHgQ5Zucn5H2JklAiwB0LKNxJQ6gPL79w4z6psdnFKBMvrS9aAAdK3AqforiCQAiHab0zcHPsL1pElBegPYVN59e1QA9egOAxo4z8M2CzxhAmXyJe1EAqlLP44c/viu++vXDs/KRIICcJVAygPrHycSPSID2delzKFQ/9tWvogDK4ztyJHszEz7D9ibqwXICVPZdVzVGX/z8UOah6l8ANDySuZEr/dyNAJTJl7oXAaAPz6q6R3deAIhwpHz4DNqbKgHlB+ioBmAAaPJQzYOM6eduCFAmX/JeBIBUF3ZQ46+9qBrIXUMnBEgfKi8/vfYmS0CZi+h6+FWRc0gyEbTYCWb8mxYjB6v+afFJ52urB1AmX/peFIDUDGJJTkmRrHmgZQEqzPSzCEDpElBWgNQUYln7VA9SrGUsdoKLAnRXmL3XMgBl8vXYiwJQPRNUlz77BBX0giqxX/JwRve1jJY9PYLWthqf+S8L2uoVz0tkoIQJCLdzjGlJgPqDrwUASlgB5Z0H+i9z69O/yZkHWg6g4dh9CYAy+XrtRQHomTFyPxZyJhIJs0CJAt3y0x0wP0BJE1BegNqhVzWOlwRQHt++jPSzKECZfP32IgDUDd4PRZp7Ehc6wYUAMruv7pDZAUqbgLLPA11Vy2D1fUEJtNAJLgOQXf0sCFAmX8+9KABVBD16sy+SdF8rA6hfPS8GUOIElHkYr29nTXJH/WIAkWroyEAPBl/tMbMDlMnXdy8aQDVBSXqvRQHK49tpbOF9IYBSJ6DsE4klQemWMZY5wewAjd640Rw1N0CZfL33mgWoGrUPJGYYnxmgqft+FgEoeQICQAPRSqDgQE/eN6YPmxmgTL7+e60ZoDy+teZuOwRA2bXICeYEaI4ffeCsAKXvwQDQQPkAmsXnTqeHvABl8g3YCwB5t8bFjzpyToAyJKDMAOkF+WOSn1ZYBiBiDe3t68TnTiWIrABl8g3ZiwTQUc8iHhMtZixxgtRPqacvhZ/62JkAUgOZDMY5AapWUetbog+JlsOWOMEsAJHwuatTRB6AsvGTFaB9+2WwakVDyPfCcgBE5ac6eBaAmqmUDNZ57wfqoJHyzVTyVfbwpeJTHT4LQN1kXHrvrHckGl8mlPLdePI1JvuS0099eAAEgGz54KNDTWwBwWmgJNaW8nZh3Y1AUn5gKjFAXunnLrzYHcdFOED6p6UamGT8xF1agML4cbfBFxWZRXQ9jFc5KNEP/eY/QfpFJvj64jNVqyTILNn4yTuRuDdOMcV9iflPkH6R3b7e/JA7osA+zn8vgvIuZXQECflWRjqA/PGZBMjDYVrZv+3huRcNoAahBAW0MIBC+GE43M7lSwcoqbKfoEfoZn2D8LljWOzm8l0vQEl8Q/nhV+zm8g0A6MM/CJhITAJQOD537IrdXL5UgMxhmISZ6BQARfHDLdC5fGkA6e+lygHI59M/4RuJD7dA5/KlAXSwBqMCJhJ9eo9x32h+mAU6ly8JoPqnFR6O1RTQh2ci/l5YNEDR+HALdC5fEkCKmg/Pqr7r0ysJvxMdCVB8+hn3TSJevkSAKmg0OkcJi6lxAKXAh1ugc/l6AFSOxK7qDf63c3iNoPu+SdLPiG8q8fL1AehQlz+qJ+MOULhvKn6YBTqXLwkgfU/0oV4Jk3BHYjhAyfDhFuhcviSAqmH84/quoPov70rowgJ9E/LDLNC5fGkAqR/3baYT2RfRfosInW9KfLgFOpcvDaDqRsQy7xxTTURnByjINy0/zAKdy5cIUNlzVXmnykRJ7gjKe4JBACXGh1ugc/lSAUqsvCcYAlByfpgFOpcvAKp90+PDLdC5fEkAWVM/B/ajMM8bcUrfHPwwC3QuX3+A9uxv5/C8keshCz7cAp3L1wXQ2K9srgygTPwwC3QuXxdAvVuBKPNAH1/sdrsLc+M5Z4Ay4cMt0Ll8nQANU5CjBDrtav34S7Vxf11vPP1tQYC8SqBc6eeOW6Bz+ToBUhDRe60y5Vw0/+r/Sor6OSjnCYbwE9Iel3gFOpdvcoBOKt3cX1cpyNrgB1DG9HPHLdC5fEkA+eikyp+PL3746eHhRqWez293LxkClJcfZoHO5UsCyGce6P66Szqf31YUlbrt92E5T5AIUIsPr4BI8/UHyDEPVGYbVQM9r/7VXddtOyr7RmnGIFZlDU15m8EPlE4J5oFKgnZ66N4CdFoUIMKbgE8mJZgH0iP3Cp0RgLQyplhKD2ZVP7y6BGm+ToB854FOu7pgvqkIYgpQr3jmFRBpvk6AFETkYXw74KoGYCM1UHaA3NOI/cEXr4BI800NkJF0nv52jlGYi5/h2J1XQKT5kgCy9OnVHE0WQGUaqtPRkvNADoBG5n54BUSary9Arr+2UrKiks1N1WudYSZ6FqDRqUNeAZHm6wWQLqhn+7NbNYK/2VW91xnWwuYAGp965hUQab4eAOnfmHL9tsKNWo1XnZZeml9uNX6mhp5aueAVEGm+VICOegxP+G2XeiKo6bOWvh/Inx9mAZHmSwKo/YGyNH/v8hwAzSyc8gqINF8CQHou+tF/v5IL0NzCO6+ASPN1AdRMRF/1/uwcU4DGS6D5+zZ4BUSarwMgxY/iRgZAI0867vvhFRBpvk6AukGXUICct43xCog0XydA3fKpTIDctx3yCog0XwdA7ezPExEADUogNz7cAiLN1wlQW0dLGIWF8MMsINJ8CQA9eE0jMgKIhA+3gEjzpQHUzSUmQijTCVoAEflhFhBpvlSAHtQfTiWshTEBiIoPt4BI8/UA6KGpqNn+uIJRQ9P5YRYQab5+ADU/t8kWIP3AAx9uAZHm6wtQqQN7gLz4YRYQab4BAKVQnhNUAPnhwy0g0nzXBJAqgXz5YRYQab7rAijoBxN4BUSa78oACuCHWUCk+a4KoBB8uAVEmu+aAArjh1lApPmuB6BAfLgFRJrvagAK5odZQKT5rgSgcHy4BUSa7zoAiuGHWUCk+a4BoCh8uAVEmu8KAIrkh1lApPmKB6jFx/MvZLh847UNX+kAdekHAJ3FVzZAZu8FgM7iKxogmx8AdA5fwQDZxXMwP8wCIs1XLkC9wRcAOo+vVIAGY3cAdB5foQCN8AOAzuIrEqCRqcNwfpgFRJqvRIDGpp4B0Jl85QE0vnIBgM7kKw6giZUvAHQmX2EATS2cRtTQzAIizVcWQJML7xH8MAuINF9JAM3ctwGAzuUrCKC5+34A0Ll8BQH0MH3bWEwJxCwg0nzFATT6Ugw/zAIizVcSQA+Td60CoLP5igJo8iUAdDbfVQAUVQIxC4g035UAFOLn9o3TNnwBELOASPM9E0BpVchs9hqFDJRO2/BdA0BxNTSzgEjzXQdAIXZu30htwxcAMQuINF8AxCwg0nxXAFBkCcQsINJ8VwFQiJvbN1bb8AVAzAIizRcAMQuINF8AxCwg0nzlAxRbQzMLiDTfNQAUYub2jdY2fAEQs4BI8wVAzAIizVc8QNElELOASPNdAUAhXm7feG3DFwAxC4g0XwDELCDSfAEQs4BI85UOUHwNzSwg0nzlAxRi5fZNoG34AiBmAZHmC4CYBUSar3CAEpRAzAIizVc8QCFObt8U2oYvAGIWEGm+AIhZQKT5AiBmAZHmKxugFDU0s4BI85UOUIiR2zeJtuELgJgFRJovAGIWEGm+ogFKUgIxC4g0X+EAhfi4fdNoG74AiFlApPkCIGYBkeYrGaA0JRCzgEjzlQ1QiI3bN5G24QuAmAVEmi8AYhYQab4AiFlApPkKBihRDc0sINJ8RQMU4uL2TaVt+AIgZgGR5guAmAVEmq9cgFKVQMwCIs1XMkAhJm7fZNqGLwBiFhBpvgCIWUCk+QIgZgGR5isWoGQ1NLOASPPNAdDNrtRL9fjji/Lx8ywAhXi4fdNpG77pAaqRKXVRbdxf14+f/gaAVuqbHKDPb+uEc7v74acapouaon4Oij9BAMTDNzlAJ51ubit09Mb99Y+/JAYoXQnELCDSfFMDVCagl93WjUo99pOJAAqxcPsm1DZ8UwP08YWRbD6/rfqxhyod9fqw6BMEQEx8UwN0f/30t1NZNtfktDTdqpK61DdKsYd5KJaacIC8lAKgv6hR2HMDoBMA2oiiw3LSA/hTlYNGANKKTbEJa2hmXYI03wwAqXKn6rVyAhTi4PZNqW34pgbo/lrXzVUxNFIDAaCV+aYHSDNTPcg3CgNAXHxTA9QyU2Wghxs1/5N8HihlCcQsINJ8UwNUMqN6qzrp5JqJTskPs4BI800OkF74OmVdCwNAbHyTA1QP5Nv7OfRG6tV4AMTGNz1AVcWz2zV9Vp77gQAQG98MAFEUd4JJa2hmAZHmKxSgkP3dvmm1DV8AxCwg0nwBELOASPOVCFDaEohZQKT5ygQoZHe3b2JtwxcAMQuINF8AxCwg0nwFApS4BGIWEGm+IgEK2dvtm1rb8AVAzAIizRcAMQuINF8AxCwg0nzlAZS6hmYWEGm+EgEK2dntm1zb8AVAzAIizRcAMQuINF9xACUvgZgFRJqvQIBC9nX7ptc2fAEQs4BI8wVAzAIizRcAMQuINF9pAKWvoZkFRJqvPIBCdnX7ZtA2fAEQs4BI8wVAzAIizVcYQBlKIGYBkeYrDqCQPd2+ObQNXwDELCDSfAEQs4BI8wVAzAIizVcWQDlqaGYBkeYrDaCQHd2+WbQNXwDELCDSfAEQs4BI8xUFUJYSiFlApPkKAyhkP7dvDtet+AIgZgGR5guAmAVEmq8cgIoiTwnELCDSfMUAVAAglr5SACqKbATxCog0XyEAFUU+gngFRJovAGIWEGm+AIhZQKT5AiBmAZHmKwQgFNFcfaUAhGE8U18xAN3l4odZQKT5ygGI2YWDb7PXWQCCVipkIPj67gWA4BvhC4DgG+ULgOAb5QuA4BvlC4DgG+ULgOAb5QuA4BvlC4DgG+ULgGttNBwAAAVcSURBVOAb5QuA4BvlC4DgG+V7JoBC9M038GXvC4DgGyUABN8oASD4RgkAwTdKAAi+UQJA8I0SZ4AgAQJAUJQAEBQlAARFCQBBUQJAUJQAEBQlAARFiQdA99e73e7HX9TGxxflxvPuxY8vLsbeltr3+WDvaF/11qe/JfatX/C6EtT23lS2L8nNrcQCoBt1QdRZ1Se723WX/WZ3MfK2hL63vvEg+lb6/HZHB4joq1+hN5jo24B5Me4yLg4AndSp3ex++Kk+i4v6LBtMbpozst6W0Ld87mXzekrfWrc7OkBU35NfiKm+JevP6xZTr28tDgDd6JOpPwondcHvr9Xnq/68XAzflt63eSWZb7NJBojqe+PV3ZJ99SslQT58MgDo81uNfP3J0mdbfhyqvrj8AF/oD5z9tnS+jT6+IALk4Vs++6/kGojq276PKPL19ax+lBgA1Ko6k/Zsb1U+Lbf6wPhmcKKvV7VL9C0/8/62Lt+PL57+37XfYILiS/4A2WIEUP0RaE+jS6S9QHt/Umi+qhJK61t1Cv4AuXybGjpxe6uGltWSXwXECqDbqg9uT/A0BdCtx7CG7HvjfeEIvh9flJ7+ALl8dU18f+3ZYodv2dC/eI5yK/EB6KQHCQ6ATr6RpviWH07fC0fwrcsNb4Ccvrft/14NdvmedDXteYHZAKTb7QIokB9CZvPsw9y+KlX6AkRur6ez0/fUfILEjcJqNbMPjlrFc5KC7Ku2PQLi9tVdjCdAHu2lzzv4tNe3xTwAKrsQfV69UUKl7sJ1b0vrq+Rx4Si+en7ba8r4nO1tefQCkwdA5nz/jepIjLFWe+G8lgXIvu0z9ICQfAMAIrbXcz7M11deBrLA6M2UPnQXKoqfGd+btmYhBoToq+SXJ2jtbSaWiTWb93XwKc45AGQNzAdrNb2iNL2vrp7p5TnR90G7k1vt216qMd33+YPEUVizCKyXiE/dQ6V2ptR6WzLf9hXqB5rsW4sOENnX8+6BXNdBiQFAp511goP7VYx5Ci+AiL7NKz6L5kTfSnSAPNtLHmvTfevpMM8FDQYAQZIFgKAoASAoSgAIihIAgqIEgKAoASAoSgAIihIAgqIEgKAoASAoSgAIihIAgqIEgKAoASAoSgAIihIAImlfFI+7rU+viuLqfI1hJQBE0odnJjIHC6dtCwDRdCyKL37Wj//4rnu8eQEgospO7Il6hA7MFAAiquzEHr2pH6EDMwWAqCo7sa9+fahJqv+HagEgqqqeq+rE9k0m0s8VBk9VrV00fV354lVZLtX9nXpjt+N6BIDIKmEoCTi2tVDdmSnpLm3fbNc1dgnNP+mNo/XCqgSA6KqKn5KKNuEcdPJpJokOiq0qDVXbVdYpifv0nxV69RvXWD0BILoqIv7c9UMlFhqHQ/1kCY7a1lVSN1o7NJlnv74UBIA8VFc0RgfW0FCi8riqsjVb5Wb1iv7voQFsnQJAPjoYFbOiRmlvD8z2DUD62aNVaa9LAMhHZQpqE5AecQ2q43rApQFqCNPV9ZOBoXwBIB85ADpam2aKqju/VQ7kAZCPegDZQyo111MVzvsBQN3La1sEAUA+MgEyB/S1Dm0fNQqQfsvaaiEA5CMTIGNKumapA6rMTRZAVjG0tnE8APKRBVAzPVjXPldGRjr0a6CDMcBHBtqyLIAqUGowdMek55nr4rp6vgOouR1tjTeCACAf2QB1a2HNMr3e+p9mAfVxt1+x0pE8APJRD6D+Ivtej+DVAM0qog/mouuaBICgKAEgKEoACIoSAIKiBICgKAEgKEoACIoSAIKiBICgKAEgKEoACIoSAIKiBICgKAEgKEr/D87hK7t/1bHjAAAAAElFTkSuQmCC" 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fb0BwKFFy9qt+Ohadb68vUHnejw4kXtdjS085gHk739wTA+vHhRux0NTbLeqb8/GY8HJhIXQVMIFOAPw+MBgVLi/l8bRPaZPoxEhwUCLYBOX/M9zB+GxwMCpSRZoEB/GB6PMIEOdZ19BoGajPQ7/cmh/jA8Hr4CHYQ4BznWewqBdFK/OClUH47Hw1OgnfDm82sp0IOfIZBKokDh/jA8Hn4Ciarn0f0fT6qv3398Uf8GgUTGZk48yRH+MDwefgLtZNdnX6l27Ov3EEgk7csjY/xheDy8BKrbrjOp0Vfv7ut6SPwLgUYrID9ylD8Mj4eXQB9fiH6PbrwgkE7SF2jH+cPweAQIdFADMAikkyJQpD8Mj4eXQKoJ26vx1w59IJnxi4/z5Fh/GB4PL4GkNHULJszZx04EHfNdHQM9fvF6jhw8feiPTkj2YbycQqwtwjyQSrRACf4wPB5+AqkpxLrvI36JvJZxzHd1BPTE7TPT5BR/GB4PP4HkTJDs+uzietBrFCiOnOQPw+PhK1B6jvmujoCOFChJH47HAwLFZeoG0Alyoj8Mj4eXQB//zXz0+Z8xDzRVAU2QU/1heDz8BHphjNwPFSYSJyugcXKyPwyPh6dA7dBLjOMh0GQFNEpO94fh8fASqBu876voexKP+a6yo2MEIvCH4fHwEqgx6I8n8r6guBzzXeVGT3+Gyk2m8Ifh8fATSBj04OddFdt8rU+gYDKJPwyPh6dAze2ssXfUb12gtOnDSTRVcs8DCYNiW6+1CTTzKeAhmcofhsfDWyBhUHz7tTaBwshk/jA8HjMCiVH7IFsfxs8tQ9An0/nD8HhAoPDMLWPRI9Ppw/F4QKDwhAlE6Q/D4zEjEGGO+a6yomcX0rHIpP4wPB4QKDizCzGZZFp/GB4PCBScEIGI/WF4PHwF0hfkD8476j+9PJH58df20U+rFWh+KbiOTO0Pw+PhKdBBzyIenF3ou3NDIP3g2e+rFcibTO4Pw+PhJ5C4iipvid47B2G3J8/b3+v657m0qF8HHfNd5UT7C0TvD8Pj4SfQrv0wmLiiMWjFLg1bblXdc3eu2rPVCeSxmKkiE04f9tFZkvl+oE6a4SdTv7z54Ze+TF/enLxaqUB+5Cz+MDweXgKpz8brDD8b/+nls9/OdQ+olem634Yd813lQ/uspizIefzhdzxIBGr60KLO+fRSN13Xbb/oWxUnubh4fr9l40/ewjDMaBPW3Qg0XGDqVo3a787ryqcV6HbLAm1Vn4lOdFvr1DL1bwtqKhvRajkE0jlmvZoN7dOC3dznab4kmtnxCBnGqzpoaqHfu/Nnv69eII+N8vnD7nh4TyTujIvxo/cliqG7ow+0NYEy+sPuePhfytjN+yNroHWPwnxasJz+cDseNyEXU5VCjtXJWmdkq3Wp5n/WOQ+0tD/cjscNzdX4ZiJaurPqmeh5gfL6w+143NAIdHcuaxulzpqvhc23YJn9YXY81G7BAn38u/7V1Gvzbo7bk9Vejff1h1WhM6N9BTKHYcPL8fIWoOfmgzXeDzRXAXXTz7Flmg0/tJ9A+nOpG7+p3tMfXoXOjfYTaG99KmOrq3NMC9RdPmVV6NxoL4Hk0gr3BzEF9PHFZr8vbLoFMy6/cyp0drSXQMqajy9E2/X59VbXifbxJ47sH35oT4GENFqdw1a/L2xKIGv4zqnQ2dEBAtUjsTP5YJvflTHVgtnTP4wKnR8dItBedn9US7ZFgUaf6k0fMip0frSXQPqe6L28ErbVr3saF6g//cyo0PnRXgKJYfwjeVeQ/ObdTTZh4y3Y4PIFn0IfAe0nkFrct5lO3GQn2t8fRoU+AtpPIHEjYl3vHBImogsXaLQCclw+ZVPoY6A9BapbLlHviJoorgErXyD3312X3yX5YVlZ9HaODQvkvH2jJj98mO9AZokocORhtAKB3HG3YI+d/kiB8h3HXHmYdR7I6PfstzgKC/HnRpyMAvMw8jBa8RBot8XbOVwCjfkDgcy4VtncnkCuFmzUn5sy/Yk0qMcY1kD7oUDbmwca98dJhkBGhlVQ5Dg+pnRMBHJUQFN3z0OgfmKvn1qJKR0bgfp/mfz0BQTqBwL1/jD96R0IlCUxpeMh0KAFm/n0FwTqZ+PzQIH+QKBBNj4P1BNozp+BQKfyatM3zcO3D/8q8nLibNQrdafnrXj4/fx2KlkEwjxQvwWb9acn0EV7wfKb5qxmEuht74X+78/68c/T2zXBPFAedKg/tkCdPw+1OLkEuupeSFU6p+3jd5PbNcE8UB60JZCHP5ZAH+rTdNaeN/lbJoFEfSOrlAttzFv1U/z9+6nt2mAYnwVttmDjly8ssiHQRXeS6jMnzckk0FXryYUy9bR56VNLlMF2bSBQFnSwPz2Buo7G26ZmyCLQ21aTD1KRD60oV1YvqL9dlyPNA31+valOtFEBefrTE2hgSyfQRdcxEvXE96p7e2bsbDyv88G6kdC5TEFd1Z2Z2tSPHSOxZrsuRxHI/W0rPokpHQuBmt98/bEEejscLjcCXdld2VqgC7Ov3T1vDZY8BPog1elqmhr9zfh2XfILpDvU2xTIV5/eKOx04IAW6Eqrdao1ONWbvdVbXz1sukzW3h4CXWhOW3eNCHTR+3NugfQaU5FrKxQqUNuC+ftjC9ROxrRnS5/Z0+YEX7QifaOfFxVDvZ/e4WowkTMdvb3RePZNGeFmFeigx/CRa7vclyuQ+hngT38mupt3UW2VEmjQRenGSrLCuOpaIPf5H8sHXS9ZAjm67R8G9Vc+gdoFyuL1KVygEH8c18I+mAYpgQZdlFO7irqIvPbRejFTAw39ySaQnot+8B+vtyeQbsGC/Bm5mHrVXFRQPgwqiNN2qCTdOrX6Ol2vc6YP1FVs030gV7uY9VrYWe9r58ITUzoGAol/w/wZvRr/VlVBjUC9Gua0teEqXiCjXpschb0dXkrNI5DyR3mzWYEC/TEFsk/UqSXQXA3k7vhMCnRqNHZT80CnzkYxj0DdoGuDAskWLNQfU6Ar6xybAjn6QJ1Asg8UPl9tSTc2E93frku+GkhdPt2kQDGLzxsCfTCbH21TOwo7a7dRozBzTloP5mV8Xep5MXItbNSfTJ3oXTv+2p5AogIK96d/MbU5/aftzODYPJAyqp0H0s87xkvO9Mdabx82ILsFG50VyDUK0/3oDY7Cqsr78oVFNgTq5hGbQZhjJlqe31M9zL/Qj6/09leDy2HuXJkv1BKNPriu84bbNck4kZg+jVhkWn8C97NGYcZwSrVJo9fC/vbP1lltn/drwMw71xSilfddwztzbucsdmRGZ6KbucQtzUTH1T/DYfyFqc/ganzTnoiez4U9ZL+w9puOXdV937yUIYkSyLmdSu5rYeKLUzd1LSzSn8hPZZy677k4Yo5wO8duS1fjI/WBQJNRy23GFC+mdEsKFO0PBJrJfhMCxfsDgfIkpnTLCZTgz03ceGZxgTKuUEaSyOJF7ZaMTvEHAuVJZPGidktFJ/lzo9Y8LS05F9kkSWTxonZLRKf5c1PiMr/C+cg3awUC3aR/d3eJC40/jD3UEGgQ7U9FT04PPzQE6qfxpyInE4QfGgLZeZzuD8OznBENgay0l78gkPduEKiL4U9FSyYKPzQEMtJdfk/xh+FZzoiGQF264XtSBcTwLGdEQ6A2xvRPkj8Mz3JGNARqYk4fQqCA3SCQjO1PRUimDD80BFKxLl+k+cPwLGdEQyAZ+/IXBArZDQIN/anIyMThh4ZAN4PL74n+MDzLGdEQaHj7BgQK2m3zAg39qYjI9OGH3rxAj/v+JFdADM9yRvTWBXL5U5GQs4QfeuMCDf1Jr4AYnuWM6G0L5PAHAoXutmGBXHfPp7dgDM9yRvSWBXJ++iLdH4ZnOSN6wwK5P70DgUJ326pAY/5UyWR+ZzkjerMCuf2hqIAYnuWM6K0KNOIPBArfbZMCjftTpcP5neWM6G0KNOYPSQXE8CxnRG9SoAl/KgI8v7OcEb1BgZrpZweaxB+GZzkjensCtf5AIAr05gRqL3850DQtGMOznBG9NYG6y6dOgUheg99ZzojemEBG9xkCkaBpBLo7Pzk5+fFX+funlycy+iErgczh1xBN1IIxPMsZ0SQCXSplTn5qZeIpkDV8dwlE8zL8znJGNIVAt0qdy5MffpGPnju3Oua7csee/oFAJGgKgS5V1VP/fG48YidQb/pwgKZqwRie5YxoAoG+vJE1j6572kfcBOpPPzsEInolfmc5I5pAoDZSoE8vn/12PuwBLS7Q4PJFH01WATE8yxnRhAJ9eXPyqutDi99VvlVJIBOknX4eTZVxCmM7STmI1yfPfm971HfnbUvGQKDH8/5AIJIkHMRbNQi71oOw635f+pj1ai+uT+/00XQtGMN2JiOaTCDtT5u7c1EfsRDI6c9QIIJXcpIpww9NJdB1z59aoF4/+pjvyorbHwhEg6YRqO4/94ddbGqgsbvHbDRhC8bwLGdEkwhU+9PYYk8KMRBo9O7DvkCpLzRGJg0/NIVAhj/mtPQre6tjvqsuo/7YaMoKiOFZzoimEOja8EfMAwlzbk96LdgyAo370xco7XXGybThhyYQqLl/o46Q5tp9MX4RgSb8gUA0aAKBbk8sgZRQwyvyx3xXOlP+WGjSFozhWc6IJhDIM8d8VyqT/vQESniZSTJx+KFXLNC0PxCIBr1agUamD51o2haM4VnOiF6rQLP+2AJFvsosmTr80CsVaN4fCESDXqdAHv4YaOIWjOFZzohepUAe+tgCxbyID5k8/NBrFMjLnw5NXQExPMsZ0SsUyM8fU6Dw1/Aj04cfen0CefoDgWjQqxPI158WTd6CMTzLGdFrE8jbH0OgwJfwJmcIP/TKBPL3BwLRoNclUIA/DZq+BWN4ljOi1ySQz/ThAE3vD8OznBG9IoHC/IFANOj1CBToj0ZnaMEYnuWM6NUIFOpPK1B4ofzIWcIPvRaBQvXR6BwVEMOznBG9EoHC/WkECi+THzlP+KHXIVCEPxCIBr0KgWL8kegsLRjDs5wRvQaBovzRAkWUyYucKfzQKxAozh8IRIMuX6BIfwQ6TwvG8CxnRBcvUKw/SqCIInmRc4UfunCBgqcPLTQESkeXLVCCP5VMVKHmwu8sZ0QXLRBPfxie5YzokgVK9gc1UDq6YIHi9Wn9wSgsGV2uQAn+QCA6dLECpfgDgejQpQqU5A8EokMXKlCaP+hE06HLFCjRn6z1D8eznBFdpEAE/tzk84fhWc6ILlGg9P7PKJok/M5yRnR5AiVMH4q0NQ8EIkEXJ1CaP0bDBYFI0KUJROYPBKJBFyZQkj92vxkCkaCPJxBFtD5xOwt/SEuDDMO7BqKrfgZoyvCrJjKiSxKI1B8IRIMuSKDE2zem0LThd5YzossRiNgfCESDLkagNH8m0dThd5YzoksRKO3u1Uk0efid5YzoQgSi9wcC0aCLECh++nDimjsEIkGXIFAWfyAQDboAgaL9mb7lBwKRoPkLlMkfCESDZi9QJn0gEBGau0DZ/IFANGjmAkX643PDMwQiQTMX6D6bPxCIBl2CQIH7eH7eAgKRoLkLdJ/LHwhEg2YvUOAO/h/3gkAk6JUJFPBxQQhEgl6VQEGfNoVAJOg1CRT2aWUIRIJekUCBH3aHQCTo1QgUvFgCBCJBr0Wg8MU2IBAJeh0CxazVAoFI0KsQKGqtHwhEgl6BQJFLRUEgEnT5AsUuNQaBSNClCxS/Uh0EIkEXLlDCSocQiARdtEBJC2VCIBJ0yQKlLbQKgUjQ5QqUuk4vBCJBFytQ8jrPEIgEXahABMuEQyASdJkCUSwzD4FI0EUKRPItBRCIBF2gQETfcgGBSNDlCUTkDwSiQZcmEJU+EIgIXZhAdP5AIBp0UQIR6gOBiNAlCUTqDwSiQZcjEK0+EIgInUGgTy9PTk5+ohaI2h8IRIOmF+ju/ETk2e+UApHrA4GI0OQC1fXPc2lRvw6KKV3jTQZ/IBANmlygW1X33J3/+GuyQJVMFn0gEBGaXKBLVfV8eXPyKlWgqkvUe5sOBCJBUwv05c0Pv8hfrvttWHDRsuoDgYjQ1AJ9eqmbrmvRFZL5ViUY1QmUWijkaKET6BYCbTE5BNIJrhzRhJWAZizQTVZ/IBANOptA1+kC3eT0BwLRoKkFIhyF3eSZQGwCgUjQ1ALdX6r5H4p5oPh3tSy6yEKzEYhyJprjAVuUzBBNLhDptTCGB2xRMkM0uUB1FZThanyGQCASNL1Ame4HIg8EIkFnEGgkx3xXy6KLLDQE4oMustAQiA+6yEJDID7oIgsNgfigiyw0BOKDLrLQEIgPushCQyA+6CILDYH4oIssNATigy6y0PwFikrErdTLo/ZDkpcAAAU9SURBVIssNBEaArEm80dDINZk/mgIxJrMHw2BWJP5oyEQazJ/NARiTeaP5iYQUlggEJIUCIQkBQIhSYFASFIgEJIUCIQkBQIhSVlOILk+ebMgQ//DrZ9ePndtlgE9/EQtAVltOviwNwFaPhF6RHxLfSnIr/p7T2cxgS7VgVBvZbDY/WWzWpW1GS36OvxUeJJFvrwZrhZAgNbP5Ch14+ZzN2UkSwl0q97P5YlYnmqwwMdl8zaszWjR9d9eNc/TkmWuHctNEKAHCwmSoWvjf5LlDjjU98sJpJcnV/73lhiS/0meDzfLgh6ua5RMbh6GCOSLvgxsc/3R+pnhUoXTWUigdmE8+T/KXuy+/r/7XP9HszcjRTdp13gkJdd//aeQPpAvut3OP96HOrT3o7L0KEwUv7fM4nX9qC9MRM3tiQ7t6/qR6//tMeBZ9KeXz347Dx5U+KAD/iNZWVgg6b1jodfeWY757+GHVj0harJoDqIEmkM3feiI2mIGLYorlgoLreEWFuhaNLyOpaZ7Al2HjWi80ZfhB8yH/OllTY0SaA6tO8R35+HFnkHXxf3P8AHv0gLd6pHBjEC3EafZB13/pww+YD5k2dGIaxtn0NftT+pS3+redOixXlQgXdg5geL98ajcgtuwebKqLyME8i50OHwWfdv8TypjFCbTTDnMdFRCZyYC0Opx0LmYJ+v2JVyggEKHTD4ElTq43MsJVLcf+s04FrvvDli3GTlaJeiA+ZD1DHfofHG+QnuhWyUD3VxMIHOqf7jYfXvAQq8IeKPbv4ScCy9ynECehQ6fFwtFF1IDWWIMF7vvJs7S/JlAX7Y9loA5Si+ySnAl4VfoZlbZv+MWfDyC+udLCWQNzIeL3dv90Sxo3XsO6aF7ku81P6TooYUOYPujf7ovZhTWXPnV14UHi92306PWZpTo9hn//8veZJkggbzR4bcQ5DseMgsJdHtivavBTSrG5ESoQJ7o5pmAs+xPFgkSKLDQIQNtf7ScFgsdsSx9LQwpPBAISQoEQpICgZCkQCAkKRAISQoEQpICgZCkQCAkKRAISQoEQpICgZCkQCAkKRAISQoEQpICgZCkQKDp7KrqUffo8+uqOluuMBwDgabz8YWpzN7SCbmHQLM5VNVX7/TvfzzpfkdUINBc6kbsqfoNDZgjEGgudSP24Gf5GxowRyDQbOpG7Ov399Ik+RMxA4FmI1ou0YjtmppI/60yfBJ97app6+onz+rukmzv1IbdjqsLBJpPLUNtwKHtC8nGTEU3abvmsexj19L8g35wsJ5YYyCQR0Tnp7airXD2uvJpJon2yi1RDYnHotapjfv8r0I9ueGKe08QyCPCiO+6dqjWQuuwl3+sxVGPdS+pG63tm5pnt9oqCAL5RPZojAassaFW5ZHoZWu36ofiGf3jvhFs1YFAXtkbPWZljcrOHpjtGoH0Xw9WT3uVgUBeqaugtgLSI65B71gOuLRAjWG6d/10AFxNIJBXZgQ6WA/NKko2fmseyEMgr/QEsodUaq5HdJx3A4G6p1d6EQQCecUUyBzQy+zbNsopkN5kpX0hCOQVUyBjSlq61AlV102WQFZnaKXjeAjkFUugZnpQ9n3OjBpp3+8D7Y0BPmqgLccSSIgixdANk55nlp1r8fdOoOZ2tBXfCAKBvGIL1F0Lay7T60f/1VxAfdTtV617JA+BvNITqH+RfadH8GqAZnWi9+ZF1xUGAiFJgUBIUiAQkhQIhCQFAiFJgUBIUiAQkhQIhCQFAiFJgUBIUiAQkhQIhCQFAiFJgUBIUv4fFd/Nujjam/8AAAAASUVORK5CYII=" width="288" /></p>
368   -<p>Los tipos de ataque están ordenados por la pendiente de su tendencia, de menor a mayor, para reflejar cuáles están descendiendo más rápido y por lo tanto cuáles podrían reflejar mejor el aumento de certificaciones ISO27001 expedidas.</p>
  434 +<p>Los tipos de ataque están ordenados por la pendiente de su tendencia, de menor a mayor, para reflejar cuáles están descendiendo más rápido y por lo tanto cuáles podrían reflejar mejor el aumento de certificaciones ISO 27001 expedidas.</p>
369 435 <p>Tanto <em>Malware</em> como <em>Account Hijacking</em> tienen una tendencia con pendiente positiva, 20.2 y 10.1 respectivamente.</p>
370   -<p>La tendencia con una mayor pendiente negativa es <em>Injection</em> (-173.5), aunque también <em>DDoS</em> (-49.2) y <em>Defacement</em> (-28.5), presentan unas tendencias con pendientes negativas.</p>
371   -<p>Por otro lado tenemos <em>DNS</em>, cuya tendencia también tiene una pendiente negativa (-3.8), pero es muy moderada asi que podría considerarse estable y por lo tanto no conluyente para este estudio.</p>
  436 +<p>La tendencia con una mayor pendiente negativa es <em>Injection</em> (-173.5), aunque también <em>DDoS</em> (-49.2) y <em>Defacement</em> (-28.5) presentan unas tendencias con pendientes negativas.</p>
  437 +<p>Por otro lado tenemos <em>DNS</em>, cuya tendencia también tiene una pendiente negativa (-3.8), pero es muy moderada asi que podría considerarse estable.</p>
  438 +<p>Con estos números se puede concluir que los ataques de tipo <em>Injection</em>, <em>DDoS</em> y <em>Defacement</em> podrían verse afectados positivamente por la certificación ISO 2701, mientras que el resto, aparentemente y con los datos de los que disponemos, no se ven afectados.</p>
372 439 </div>
373 440 <div id="evolucion-geografica" class="section level3">
374 441 <h3>Evolución geográfica</h3>
... ... @@ -377,55 +444,137 @@ $(document).ready(function () {
377 444 <p>Se puede observar a simple vista que los continentes que reciben más ataques, por lo que podría ser una cuestión lógica de superficie y/o intereses, son por orden: América, Asia y Europa. En cambio, los continentes que mas certificaciones ISO 27001 obtienen son los mismos, pero en distinto orden: Asia, Europa y América.</p>
378 445 <p>Tanto África como Oceania serán descartados en el resto del estudio ya que sus porcentajes no parecen relevantes.</p>
379 446 <p><img 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" 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" width="432" /></p>
380   -<p>Se puede observar que en conjunto la pendiente de la tendencia de las certificaciones es creciente, mientras que la de los ataques es decreciente. No obstante, se procederá a comparar cada continente individualmente para poder observarlo con más precisión.</p>
381   -<p><img 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" width="432" /></p>
382   -<p>Para <em>América</em>, la pendiente de la tendencia en las certificaciones es 275.2, mientras que la pendiente de los ataques es -100.8.</p>
383   -<p><img 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" 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" width="432" /></p>
384   -<p>Para <em>Asia</em>, la pendiente de la tendencia en las certificaciones es 1008.4, mientras que la pendiente de los ataques es -58.4.</p>
385   -<p><img 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" 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" width="432" /></p>
386   -<p>Para <em>Europa</em>, la pendiente de la tendencia en las certificaciones es 1209.4, mientras que la pendiente de los ataques es -57.4.</p>
387   -<p>El análisis continuará estableciendo superficies geográficas más pequeñas, aumentando así la precisión, para poder observar lo que ocurre a nivel de paises. Se mostrarán a continuación los que superan aproximádamente un 2% de las certificaciones totales y el 1,5% para los ataques (porque <em>Estados Unidos</em> recibe la gran mayoría y si no saldría solo), ya que la lista completa es demasiado extensa. Los nombres serán representados con los dos caracteres correspondientes al estándar ISO.</p>
  447 +<p>Se puede observar que, en conjunto, la pendiente de la tendencia de las certificaciones es creciente, mientras que la de los ataques es decreciente como ocurria en el análisis general. No obstante, se procederá a comparar cada continente individualmente para poder observarlo con más precisión.</p>
  448 +<p><img 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" 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KYD2/nvhbWI/+tf/nb/+10XY3PvaH47vz1a7KgpmMjkhkyUpZoD3I5XJA4xWpSvibF3mv6Vr9dkNX1/yfRD/cDb0R/uWCd1N1r2EfSZHJ5vWoJJ6mWCwS3K18SI86lST8ZrbtmIJpjo8HValJWaA5zGCzAgRovyNTFMMGSnLNLp5bafG4QJBrYoXxPDBEN2ygK9XlJ+mWBoi/I1MUwwZKfME8EvEwxtUb4mhgmG7JQ5+osvQb9MMLRF+ZoYJhiyU2aI45cJhrYoXxNjO0mOH04v/h3N3tyhM8H2EqNF+ZoYAYLlZ9iGX7tfnofR/DLB0Bbla2KEJMlMsQdbfu19efxbX8J+mWBoi/I1McKSPMgJqZ3S8DCmXyYY2qJ8TQyeJERR9iQZrtyQ9ssEQ1uUr4nBk4QoSniS0cIocb9MMLRF+ZoYPEmIogQnmfhlgiHEaFG+JgZPEqIogUnG63oj+GWCoS3K18TgSUIUJSjJZN18DL9MMLRF+ZoYPEmIooQkmbwtJYpfJhjaonxNDJ4kRFG2k8y87SuKXyYY2qJ8TQyeJERRNpPMvKsyjl8mGNqifE0MniREUTaSzOgV6QTRBINblK+JwZOEKMp6kpR+mWBoi/I1MXiSEEVZSzKnVzy/TDC0RfmaGDxJiKKsJEnslwmGtihfE4MnCVGUxSSzekWb4FiNclLNAU7DqQExWpSvicGThCjKQpKZufmKiH6ZYGiL8jUxeJIQRZlPsqBXzBNEcsE+v7hofvr47HA4PO8eDtowwRLDE2UuydLwFdcvbsGuDo1g14eKn37vZDscfv5zfcMESw1PlJkkS3pF9otasKtDI1ghzstqeCo36/8UDz1f3TDBksMTZZJkUa/YfhEIdlO0OPeVU9VwdNGY9rx+pBzCbusRamvDBEsOT5RxkmW/ok5wzEWRqRkm2E0pVumXc99PflmcFV7ctqeINZ9flOY0tn15XY5qyxsmWHJ4ogyTrOgV3S9NwS5Lr/7+pRLsq8nX4lz/+NvdSLCPz4oR6svr4he1gc9XNkyw9PBE8ZMsTm6UxD5B1BSsHLq+vfvwyH3zx6fHxU8zDAVrr8SaE8Dr4pfLGzXf1cwHMO4DnV5zvywOwcRxYuDmH76sLr2Orj5P/GbuixN9wa4Oh2qA6jS69Z2abNSYYPech/fArwXBinPDcmrj0n399q4Yx75+O/McT7Diwqq+xbVLsIYYg7R8TQyeJERR2iRrZ4cpzg/fK54ifnpcXnc1J4fbgpVU54gm2BCeJERR6iTreiWY4OijSNcMFuymnkAME6yah991DWaCpYQnSpWEwi89wepTxGM9f3i5fQ1WUk4j2iziEJ4kRFGKJFt6pTlB1JxFvKynD0uzjnM3wnrBuhtb1Tz9Vb3R3vpa2jDBksMTxZvdWHpKIr+Up+mrW8yFZTP3wTzBujWJ1bmfreQYwJOEKMqmXsn8UhSsvsVcXHuVP8ytleoFq++AFZvlOaCtRRzAk4Qmyuqt5Zpkfqkulbp09aXX5ewMhydY8UPNS2+jXjO/vGGCpYYkyrZeqSY4SvQX+67QT3JUb/RqxbH3g3nwJOGIEjB8pfSLWzApYrQoXxODJwlFlBC9Ep4gmmBwi/I1MXiSEETpF0atPSulX9rXYB1Ll2Em2AY8SfSjeAsPV56V1C9FwcrZeRPsZHiSaEfxzg7XkqT1S1GwozPBBOBJohzFv/paFyxZpBLNpVILd7/kidGifE0MniSqUYaTGytJEvuludh3fnlUDGK0KF8TgyeJYpTx3PxyksQniOqr6dMQo0X5mhg8SfSiTObmF5Mk90t1sW+qM0QTLA1KUWZuLS8lSe+X6mLf2beoxCBGi/I1MXiSKEWZu7W8kETBL837YMe4U4ceMVqUr4nBk0QlyvzKjUXBUkQaojnJYdP0AvAk0YiysDJqPomGXyYY2qJ8TQyeJOmjLC48nE2icYJogsEtytfE4EmSPMrywt65JDp+2WJftEX5mhg8SRJHWVs3P5NEyS8TDG1RviYGT5K0UVbflzJNouWXCYa2KF8TgydJyigbb/uaEyx2pAVUBWu++SH6/bAYLcrXxOBJki7KzK3ljSRqfqkK1q+nn/3qBxMsBJ4kyaJs6TVNonaCqHyjuSfuut8YLcrXxOBJkijK5vA1TaLol6JgHx61Xh2XPhfRBNuGJ0maKAF6jZNo+qW62LezqnAt6klijBbla2LwJEkRJUivURJVv1TfcNmfFx7jTnTEaFG+JgZPkgRRAv0aCxYz0hYc7wdb+HYVKWK0KF8TgydJ9Ciheg2T6PplgqEtytfE4EkSO0q4X34S3RNEO0WEW5SvicGTJG6UHXr5SbT9skkOtEX5mhg8SWJGCZmbn0ui7pdN06MtytfE4EkSMco+vfok+n7ZjWa0RfmaGDxJokXZOXy99wWLk2gHtlQKbFG+JgZPklhRduvVJSHwyxb7oi3K18TgSRInCqBXm4TgBNHergK3KF8TgydJlCiQX3USCr9MMLRF+ZoYPEkiRMH0KtVyJH5pCPbpcfkJHPaZHDLwJJGPcoJfjsQvEwxtUb4mBk8S6SigXlx+3Q/BjDOk82vn3/XHVIxUjDjtADaCpUEyCjp89QMYyRBmkxxgi/I1MXiSCEbZf2u5xwRLT4wW5Wti8CSRi3KCXiZYy6fH3mWXraaH4UkiFeWU4YvOLxLBLm0WEYUniVAUIb1I/FIRbDSBaNP0p8CTRCTK6Xo1/z09igwqI9hxKpi9HwyEJ4lElFP88satvHbKTM0NwaZDWNz1vjFalK+JwZPk9ChCeuW1U2ZrbghWS5bu3nKMFuVrYvAkOTnKqXPzckkEMcHAFuVrYvAkOTGKnF4Z7ZSlmgNcKo8WidGifE0MniQnRTlhbn5mzjCTnbJcc4ALUODTv9ksIgZPklOiiOqVy05ZqTnALR33lzZNfzo8SfAo+PC1cMcrh52yWjNEsObzAkyw0+BJAkeR1iuLnbJeM0Sw4c2wpxH9MsHSgEWR1yuDnbJVM0CwYgD76te7m/IO86fH9rFtMDxJsCgnva1SNEkcFKfpS6vqyfq/f7EPHkXhSYJEiaLXue+UgJpBgpVSNWrd2FIpFJ4kQBTMr+3FvGe9U0JqBgt2d1ldfX16bG9XAeFJsjtKLL3OeqeE1QwX7FhdfkVe1hGjRfmaGDxJ9kaB/Ap7J8r57pTAmgGCNV9fVL/V0r4fDIYnyb4oEfU6350SXDNAsHKa/tvqO1a+L2WzU0QQniR7okC3lkP1OtedsqNmiGDle1a+ftvebrZJDhCeJDuixNXrTHfKnpohgt3dVG8Du4m/kMMES0NoFGT42qPXWe6UfTWDBCvODMtxqxzJIn+/SowW5Wti8CQJjRJdr3PcKTtrhgmWjBgtytfE4EkSFiWBXue3U3bXHOA0nBoQo0X5mhg8SYKi7Pdrv15nt1P21xzglo77T4+rJYg3kVcimmCJ2I6SRq8z2ylIzQFu4bC/aeYOb6J/9UOMFuVrYvAk2Y6y2y9Mr/PaKVDNEME+PGomN442i3gCPEm2oiTT65x2ClgzRLBL154alvfCop4lxmhRviYGT5L1KLvn5nG9zmenwDUDBGuWStVc2koOFJ4kq1FS6nU2OwWvOcDNHvTNYt8aW4sIw5NkJcre4es0vc5kp5xSc4CbPehNMBl4kixHSazXeeyUk2oOcLMHfXGK2H8Ox42dIqLwJFmKklyvc9gpJ9Yc4OaPeu8riwrZbLEvCE+ShSj7/JLQ6wx2yqk1B7j5o76cpq/HsJulT5X6/OKi+enjs8Ph8NPv7cPFxvO7rQ0TLDFzUTT0ot8pp9cMEWzwuaPzA9jV4aL9oeZ5J9vh8POf6xsmWGpmouzyS0ov9p0iUDNIMM+wJb8awW5rta4OP/5WjVIXlUvlQ8sbJlhyJlGU9OLeKSI1wwRrFZuf4KiGo4vGtOfNfy9K26oR6uOz8oxxecMES844yh6/JPWi3ikyNUMFW+G6sOu2FuzL63LkuisNuuhs+/L68HJtwwRLzjCKnl7EO0WqpoRghVS37TVYQ7nd2XZd6LS8YYKlx4+y59aytF60O0Wu5qpgnx6XE/Sjr5GdvdE8Eqwamj6/aE4Ar4tfLm/UfFezrrIhT6fX9lOrlz96oJxxo21YsOvyGqvT6NZ3arJRY4Kp8DDcL9PrdNxoGxXstplE3CFYQ4xBWr4mBk+SLkr42aH8yeEwCQG012ATU2q/TLARPEmaKPp6Ee4U6Zqrgg3eqBIs2HXt175rMBMsJVWUYL/i6cW3U8RrrgoW/nVgvWBfXrcLpWwWcQhPkjIKhV5sOyVCzQDBQr7voROs8Ktb/3RV3+Vqb30tbZhgyfFmNzaeGVcvsp0So+aWYN/8sUsw3y9byTGEJ0nw8BVbL6qdojHJcemmrM4iXvvrd20t4gCaJKG3luPrRbRTdAQr36iyR7DqTSiHbqH87cFbM7+8YYIlJUwvl0Ivnp3yXmmafsawNcFuDwPB7P1gPhxJwoavRHqx7JQKxc/kiPxpox4xWpSviUGRJFyvNHkodkqNCQa2KF8TgyBJvzBq5UkJ9aLYKS3UKzmkiNGifE0M/STewsPF5yTVi2GndFCvpjfBttFO4p0dLkZJrJf+TvEwwcAW5WtiKCfxr74WoiTXS32n+JhgYIvyNTFUkwwnN2ajKOjF9PLYNRjaonxNDM0ko8nDmSgqejG9PCYY2qJ8TQy9JJO5+UkUJb2YXh4TDG1RviaGVpKZW8ujKGp6Mb08JPfBjvbZ9ChKSeZuLQ+iKOrF9PKQCHZpkxwoKknmV0Z5UVT1Ynp5VAQbTSDaLOIpaCSZXxnVO6WsF9PLozOCHaeC2bergKRPsrDwsFvJq64X08ujI9h0CIt6CWaCSbLql3MEejG9PCTXYJGJ0aJ8TYzESZbWzTPpxfTymGBoi/I1MdImWXxfCpNeTC+P4n2wSxNMgpRJVt72ZYItoDiChX542+nEaFG+JkbCJGtvqzTBFjDBwBbla2IkS7L6rmUuv4heHs1TxMhThx4xWpSviZEoyfyt5QaqCY4SnpdHcy3iMe7dZY8YLcrXxEiTZFOv9/6NZnV4Xh7VU0RbySFAiiRrw5c3bt2vnRKICQa2KF8TI0GSML3u2U4JxQQDW5SviRE9ydbZYcIowfAksfeDoS3K18SInWRj+EoZJRyeJCYY2qJ8TYy4SULPDhNE2QNPEhMMbVG+JkbUJMt+zc3J35Odsg9dwS6d++rXu8vYd5xjtChfEyNikn163ZOdshdNwaq3hX3169+/xL4hFqNF+ZoY8ZKsL+xNGmUvPEl0bzTXgpXzifZ+MJRYSXbrdR92CoCeYB8eFQPXp8fFKWJp2FMTDCNOksVby2vroXLfKRDKaxErwe6Kk0T7yACQKEkQvbLfKRhqghVSPb1rBLu7sRvNKBGSLA1fW6t5s94pKIorOUq1GsE+PDLBQOSTgHrlvVNg7oVgRjidXsOHK71UAhlbuNlHB6eI9sm+MMJJ5oevsLd6ZbtTTkFzkqP6EqNSsA+PbJIDRTTJKXplu1NOQ3WavrwHVgh2rNZzmGAQkkmW/Uoe5TR4kujfaK6Ju1gqRovyNTHkkpyoV5475WTUl0ol8MsEC2HWr12fs5HhTjkd9cW+LvY6qTsTLIDT9cpwp0hgb1cBW5SviSGSZPbW8u5Picpsp8hggoEtytfEkEgiolduO0UILcFu2jvLnx5HnaGviNGifE2M05PMDV/QZxzmtFPE0BHMWz//4VH0OQ4TbA0pvbLaKXKoCFZ9olRj1U35YkYexGK0KF8T48QkcnpltFMkURGsnDzs3gDm22aC7ea0JFO/YL3y2SmiaAhWvdXS276J/LGIJtgConrlslOE0RDsOF4ZdYw8hMVoUb4mxglJJn6dpFcmO0UaBcGm71+2dzTjwEmk9cpip8ijINjMN4NF/qKVGC3K18RAk4z9OlmvHHZKBHQEG3/EjX1kAAyWJIJe579TomCCgS3K18SAksz5pRQlCjxJlK7B7BRRDCBJHL3OfKfEQmMWcfrlsZG/TjZGi/I1MXYnGa+MEjk7xKJEgyeJimA342n6D49smh5lb5Joep3zTomIhmDFRdhgwCrOGe0jA1D2JRkNX5J6ne9OiYrKUqnjYOlG4VfkxYgxWpSvibErSUy9znanxEVFsFKpVrFqKaJ9uwrMjiRx9TrTnRIbnberVIb1xP7U0RgtytfECE8y8Eter/PcKdHResNluo+UMsEqout1jjslAXofGXCTZvQqidGifE2MwCS+X3H0OsOdkgL7TA6wRfmaGEFJUuh1djslDVtyak0AAA9TSURBVCYY2KJ8TYyQJJ5f8fQ6t52SCBMMbFG+JsZ2kkR6nddOSYYJBrYoXxNjK4l3azmuXue0UxJigoEtytfE2EgyGr40oySEJ4kJhrYoXxNjNclo+NKMkhSeJCYY2qJ8TYy1JOnODjejpIUniQmGtihfE2M5SWK9zmOnJMcEA1uUr4mxmKTzK5FeZ7FT0mOCgS3K18RYSJJerzPYKRpQC/b5xcXcxucXh8Ph+ebGfRZs4JduFA14knALdnW4mNn4+OxQ8vOf6xv3WDAVvdh3ihLMgl0dPMG6jWKUuqhcer66cY8F8/1SjqIETxJiwarh6GK6cVuPUB+f/fT72sa9FUxLL+qdogetYNeFULetYP7GVT1AfXl9eLm2cU8Fe+j5pRxFEZ4kxIL9+NtdL1i/8eV18XMt3fOVjXsqmKJevDtFFVrBSm79SY5m4/OL5gTwuthe3qj5rgYOcGZ4w5d2FCMdDv7LVcFufacmGzX3SzDT637i4L88WbCGGIO0fE2MLkmvl3oUdXiSnPEpoglW0Sbx3peiHUUfniRnLFjINdi9EUx/+HrPt1MoODvBbBZxQL1Wg2D4ek+0U4iSnJ9gd1f1Xa721tfSxv0QrFrKy6EXz05hSnKGgtlKjh4qv1h2ynumJGcomK1F7KDSi2WnlPAkOUPBih+8NfPLG/dCsIdEfpHslBKeJOcomL0frIVp+HrPslNKeJJwCyZFjBbla+7GWxmlHaWCYqdU8CQxwdAW5WvuRXVh7xwMO6WGJ4kJhrYoX3Mfem/7WkR/p7TwJDHB0Bbla+6C0C/9ndLBk8QEQ1uUr7kDb3Ij82MJgyeJCYa2KF8zmMHkYebHEgZPEhMMbVG+ZiCjufnMjyUMniQmGNqifM0gJreWMz+WMHiSmGBoi/I1A5hZGZX5sYTBk8QEQ1uUr7nJ7MqozI8lDJ4kJhjaonzNDRYW9mZ+LGHwJDHB0Bbla66yuG4+82MJgyeJCYa2KF9zhZX3pWR+LGHwJDHB0Bblay6y+ravzI8lDJ4kJhjaonzNBTbetZz5sYTBk8QEQ1uUrznL5ocCZH4sYfAkMcHQFuVrzlF9aNTq2yozP5YweJKYYGiL8jWnbOuV/bGEwZPEBENblK85Znh2uPSpAJkfSxg8SUwwtEX5mkNcyPCVJEkwPFF4kphgaIvyNX1Geq18qE3mxxIGTxITDG1RvmaP2/GB2JkfSxg8SUwwtEX5mi179Mr+WMLgSWKCoS3K16xp9Ar+PofMjyUMniQmGNqifM2SvXplfyxh8CQxwdAW5Wv2eu35OqLMjyUMniQmGNqifE1Er+yPJQyeJCYY2qJ0xaleYR84n/mxhMGTxARDW5St1+m1+8sqMz+WMHiSmGBoi5LVZvQK/r6UzI8lDJ4kJhjaolytXi/ku5YzP5YweJKYYGiLUpVO0yv7YwmDJ4kJhrYoU8fTC/Mr92MJgyeJCYa2KFHldL2yP5YweJLcD8E4qfRqNzq/FAMZ54nTDkA5gvmjFzx8iSQRgycKT5L7MYLFaPG0vx/odYpfuR9LGDxJTDC0xVP+Wk6v7I8lDJ4kJhjaIv63C3phfuV+LGHwJDHB0BbRvxzqdeLwdVIScXii8CQxwdAWsb9b0gv2K/djCYMniQmGtoj81Uiv04cvOEkUeKLwJDHB0Bb3/00MvbI/ljB4kphgaIt7/2Ksl5BfuR9LGDxJTDC0xX3Pj6VX9scSBk8SEwxtcc+zJ3rJ+ZX7sYTBk8QEQ1sMf25MvbI/ljB4kphgaIuhz1zRS8Kv3I8lDJ4kJhjaYtjzpnqJDl87kiSAJwpPEhMMbTHkWWt6CfmV+7GEwZPEBENb3H7OjF7Sw1dgkkTwROFJYoKhLW4+JYle2R9LGDxJTDC0xY0nzOgVxa/cjyUMniQmGNri6q/TnB2GJEkJTxSeJCYY2uLKL+f0iuVX7scSBk8SEwxtcfFXSfXK/ljC4EligqEtLvxiVq+IfuV+LGHwJDHB0BZnH06uV/bHEgZPEhMMbXHmwQ29oviV+7GEwZPEBENbnDw0r1fc4Ws+iRY8UXiSmGBoi6MHtvSK5VfuxxIGTxITDG1xsLmgV/Tha5pEE54oPElMMLRFb0NRr+yPJQyeJCYY2mL345JeafzK/VjC4EligkH0Tinrlf2xhMGTxARDcK1Wi3ol8yv3YwmDJ4kJBuB8Zp+RTK/sjyUMniQm2H7C9UrgV+7HEgZPEhNsPxt6pRy+3md/LGHwJDHB9rMuWNLh6332xxIGTxITbD+rgiXWK/tjCYMnCbdgn19cdD8dDofn+zZiCfZ+2a/kemV/LGHwJOEW7OrQCPbx2aHk5z93bMQT7D2RX7kfSxg8SagFuzo0ghUD00Wlz/PwjZiCzX6kjYpe2R9LGDxJiAWrhqNasNt6UPr47KffgzeiCja323T8yv1YwuBJwivYdWHXbSPYVT0mfXl9eBm8kVgwJb2yP5YweJIQC/bjb3eNYF9eFz/X0j0P3UgsmJpfuR9LGDxJeAUraQT7/KI557sutgM3ar6rgQME0ukV+39kGFMc/JdjwW59jdY3apII9tD8MjRx8F+eLFhDjEG6+1Hv7HCcRBueKDxJzusUkVCw1CujlpPowxOFJ8l5Cbb7Giy6YNp6ZX8sYfAkOQvBaGcR9fXK/ljC4ElyFoLdXdU3ttq7XUEbCQRj8Cv3YwmDJ8l5CEa5koNCr+yPJQyeJOchGN1axPfe5Lx88Z1JlAP08EThSXIeghU/eMvkAzeiCsaiV/bHEgZPkjMRjOv9YGWLLH7lfixh8CThFkyKCC2S6JX9sYTBk8QEQ1sk8Sv3YwmDJ4kJhrYoXxODJwlRFJ4kJhjaonxNDJ4kRFF4kphgaIvyNTF4khBF4UligqEtytfE4ElCFIUniQmGtihfE4MnCVEUniQmGNqifE0MniREUXiSmGBoi/I1MXiSEEXhSWKCoS3K18TgSUIUhSeJCYa2KF8TgycJURSeJCYY2qJ8TQyeJERReJKYYGiL8jUxeJIQReFJYoKhLcrXxOBJQhSFJ4kJhrYoXxODJwlRFJ4kJhjaonxNDJ4kRFF4kphgaIvyNTF4khBF4UligqEtytfE4ElCFIUniQmGtihfE4MnCVEUniQmGNqifE0MniREUXiS3A/B5In/lUih8CQhisKTJEUUF/3/kB6eV5AnCVEUniQmGAbPK8iThCgKTxITDIPnFeRJQhSFJ4kJhsHzCvIkIYrCk8QEw+B5BXmSEEXhSWKCYfC8gjxJiKLwJDHBDOPMcdoBDCNnnHYAw8gZpx3AMHLGaQcwjJxx2gEMI2ecdgDDyBmnHcAwcsZpBziJj88Oh8NPv9cb4++A/vziYmFDL8ngaQRRpl+ZrZCkfurPf+pHqX4h+wo5sUoKXNW7o95X1S48HPrX6epw4T81qmCBSQZP041yLX4ooUlKvrw+RBUsMErzGxOs5rbeYVeHH3+r/vG5qPZQe/AW+7R/BQcbakkGT9ONUjz2sv29bpKK60NUwUKj3MrvDiddMCFXzS6q/gG6rV+hj8/qf32qf4sGZ0MxBQtMMngaRZT2N4pJ2s2YgoVGuZI/t3DSBdPx5XUzEFT/7jT7pjjXeHlX/Yt4ceudDV1E+Ldpd5Lh01SjtHx+EU2wHUmKR/895jVYaJTueYI46YIKlPun2zfX1e67LrZ6wfwN1STe0ziixJ5bCEtSDCwpgmxG+fzi5///TPi61AnWUqL6p6j7p/i6e90Gx1ISwYKSdP92EkSpr8S0k5TnbEkE24rSznFI7hQnV0qL6/Kcutttt4qCBSVpnkYQpbi4jzjbEpzk84siRRLBtqI0cyEfnwnuFidWSYvbZmpIX7CwJM3T9KMU/55HvxMWkqS6JkpzrroR5br7r9xecWKVlGgOVwLBgpOk8itgMI1+jridpB7PEwgWvFNEwzipQkpcN4er/jVYYJLrBH6F7pS7bs5aL0lzPhZfsB07RfLmhZMqpEJxltPsitHcUElSwQKT9E9Tj1IT9cAOSdKsKIm9qkRtpzipQhr4C2yu6nMdb4YupWCBSWKvCAqO0j0SU7CgJGkEC9wpEe5TOrFK6RkcrqP783dJBQtMktqvlShX3RVQxHve4S9P5FPE4J3SLvh4Kfa/dmKV0jOY7p6sMEspWGCSZPPz21Ga2Y2YMy57Xp7Igu3dKYJZnFil5LTvLWgWRt/2P9akEywwyehpmlG638SbRNz18sQVLDhKhLcYOLlSqbk9DHbb5F0+6QQLTDJ+mmKU9jcRj+pdL09cwXbuFNEjxUkWMwxjiNMOYBg547QDGEbOOO0AhpEzTjuAYeSM0w5gGDnjtAMYRs447QCGkTNOO4Bh5IzTDmAYOeO0AxhGzjjtAIaRM047gGHkjNMOYBg547QDGEbOOO0AhpEzTjuAcTKXzn3bb/39i3NP9cIYQ5x2AONkPj32lToOdDOUcdoBjNO5ce7rt83PHx71Pxv6OO0AhgDFSeL39U92gkiG0w5gCFCcJH71a/WTnSCS4bQDGBIUJ4nf/HFXmVb912DBaQcwJCjPDMuTxMt2JGsec55v5VyIa88li18+LS7XqvPJ+on9HxqCOO0AhgiFLIUhN921WHWyWNOcMl6229UcSCHV/242bga/MGRx2gEMGcqLr8KabsA6NoNXe5PsWLtXDmPldjlqFUb+/X9LNasn2tVbFJx2AEOG0pj/2Z/nFdo0uhyrBwux6u3mKq2fbTy2I9elDWERcNoBDCGqKyrvBLG1pVDp23IWpHGv2Cx/0/znrhXQiITTDmBIcfRmNGqrai6HE4uXrWDNozeDmRBDGKcdwJCiGMK6AayZMZzMXlQTho1grYHN7Mf3k4KGAE47gCHFhmA3g01/iKtOLm2iPg5OO4AhxUiw4ZRgfa+rnNi4nAjW/9oWWYnjtAMYUviC+RP2FcfuHHBWsOYpdi0mjtMOYEjhC+Yt6ahc64UrxraBYIOLMZunF8dpBzCkGAjW3j6urr2eeiPacXwNdvQm8G0EE8dpBzCkGAhWilSJ05z4Nes0qsmP8vFesPbtmvZGlyg47QCGFEPB+rWI7TL7Zuv/tQt8v+3/ztlMfSycdgBDipFg40Xyl80MfT3BOJjkOPqLgg1RnHYAw8gZpx3AMHLGaQcwjJxx2gEMI2ecdgDDyBmnHcAwcsZpBzCMnHHaAQwjZ5x2AMPIGacdwDByxmkHMIyccdoBDCNnnHYAw8gZpx3AMHLmvwFvAt3Y2oDobgAAAABJRU5ErkJggg==" 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" 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tdOBLs6VPzyRyfb4fD4w/wGBUsNTpTlJKn82odgN4fDk7u7b28rdYpR6knlUjlSTW9QsOTgRFlMMtYrkl+7EKww60nz76vStmqEuj0rx7PpDQqWHJwoC0lODF+x/NqFYF9f/vxb9cNNKdpFPUDVtk1vULDk4ESZT3JCr2h+7USwZkgqh6hvbxvbrgqdpjcoWHpwoswlOTV8xfNrJ4J1I9gvf3S2XRXD2fRGzQ81WwOQfOj88h8s/DKKo4HbWqA45quHpAtfsBvfqdFGDQUjA07qtXO/dGYRS8MuDqGCNcQYpPVrysBJAhRlKsnJw8OIx4czUbbVVBasVKvkf72kYMfgJAGKcjrJab3i+rUTwcoxrBi9bs8efwg6B6NgKcGJcjKJiV97EazV7MnMxCFnEY3BiXIiybReUf3al2DVha6L+ipXe+lraoOCJQcnyjiJlV/7EKwx5/asHKK4kmMAThKgKMdJJvSKfXh4KopOTWXBbg6lWbdn1bkV1yIOwEkCFOUoiaFf+xCsOOjzlsnfrNugYKnBiTJIMqVXEr/2IVhzv8qrZoP3g3ngJAGK4iex9Wsvgm0jRhP1a8rASQIUpU8yqVcivyiYtIn6NWXgJAGK0iUx94uCSZuoX1MGThKgKE2Sab2S+UXBpE3UrykDJwlQlDoJgl8UTNpE/ZoycJIARSmTzOiV0C8KJm2ifk0ZOEmAohRJQPyiYNIm6teUgZMEKMrdnF5J/aJg0ibq15SBkwQoCo5fFEzaRP2aMnCS4ESZ0yuxXxRM2kT9mjJwkqBEmR2+UvtFwaRN1K8pAycJSJRZvZL7RcGkTdSvKQMnCUSU+eErvV8UTNpE/ZoycJIgRIHzi4JJm6hfUwZOEvsonV4TSQz8AhDsumj281hq1cRoon5NGThJzKP0w9fpJBZ+mQp2XYpV+uXcIwomBCeJcRT/6PBkEhO/LAU7L73669dKsO/eUDAZOElsowzOvk4lsfHLULBy6Pr+7vND9/c/vzwtfqJgInCSWEY5mtw4kcTIL0PBzqtTr0tXHyf+/U8KJgIniWGU48nDcRIrv+wEK44Nn1ea/e33u2IcK/9LwQTgJDGLMp6bHyUx88tOsC9Py/Ou5uCQgonBSWIV5cS1r+Mkdn5ZC3ZdTyBSMDE4SWyinLy0PEwS/+N7ZzA+RLys5w/PeQ4mBSeJSZTTSzcGSUz9Mp3kqKYPS7MuI18Ii9FE/ZoycJJYRJlYGeUnMdXLepq+usRcWMbrYGJwkqSPMrny0Eti7JehYPUl5uLcq/wh7lqpGE3UrykDJ0nyKNMLe/sk1n6ZLpU6d/Wp13nUGY47CpaItFHmFs53Scz9Aljsm4AYTdSvKQMnSdooszemtEns/aJg0ibq15SBkyRllIX7vpokAH7dD8FIZng3fs1Q+JUmjjFu6hfnrocXmoXgJEkWZWH4aq98IYxfliNYOTtPwTaDkyRVlFV+OdvLyz12gl06CqYATpI0URb1wvLLdKlU7E8K6IjRRP2aMnCSJIkS4Nc9F6w4Qoz7OQEeMZqoX1MGTpIEUZb1omAt9Wr6NMRoon5NGThJ4kdZ4xcFazlPdoRIwdIQOcoqvShYR+SPCfCJ0UT9mjJwkkSOEjh8gfhleaH5Mu7UoUeMJurXlIGTJGqUgLOvj0h+mU5ycJpeAZwkMaOs8MvTCsgvCiZton5NGThJIkZZOTefIEkwFEzYRP2aMnCSRIuyNHyNz7ky75RVgqUkRhP1a8rASRIryiq9kiSRQMGETdSvKQMnSZwo88PXxHxG5p1ytHs7C6cGxGiifk0ZOEmiRJnza3o6PvNOOdq93eSO33zzQ/TrYTGaqF9TBk6SCFGW9UqVRIylYP16+qhf/UDBEqEeZdqvhUtdOXfKx4ALzT38fjApOEm0o0zqtbxSI99OaWquEezzw9arS34uohycJMpRpvxas04j205pa64R7Ly3qnCN3w8mBCeJapQJvVaugsq0U/qaA9zJnf6vX73jwkt+Nr0UnCSaUU77tXqRYZ6d4tUc4E7u9IP7wfjtKmJwkuhFOalXyBLeHDtlUHOAO7nTUzAdcJKoRTnhV+AdKBl2yrDmAHdyp+chog44SZSiTOqVPIkKnOQQNlG/pgycJDpRRn5J7u7KrVNGNQe403s9p+lVwEmiEuVIr8BDQ80kSvBCs7CJ+jVl4CRRiHI0fMnsUkmiBpdKCZuoX1MGTpLtUQZ6ie3SSKIHF/sKm6hfUwZOkq1R/OFLeGiolEQT3q4ibKJ+TRk4STZG8fzaZtfmJKpQMGET9WvKwEmyKUqv12a7NiZRxkCwL0/LT+AI+0yOry8Ph8MTf+PF4gYFS8yGKJ1fGnrl0ikzNbUFuzlU/PJHuXF7Vm08/jC/QcFSI44y1MsyiT67EKwYmJ60/23+KVx6MbtBwZIjjeL7ZZskArs4B7upB6Xbs3IIW7lBwZIji6KvVwadslRTXbDq9Ovry59/u7u7qAeob28Pr+Y2KFhyRFF6v6yTxGEXgt2e9UPTt7elZQVXhU7TGxQsPYIoU7ctp08SC8PbVbzTroXV9MWYVJ+DvSj/2xwAXhWPTW/U/FAzay+xo/PLOsiucScfHQh2vjCLWBh2aCbgO41ufKdGGzUUDBnqpYM7fuBoAnHFNH0z/14KFCRYQ4xBWr+mDJwkgVFcpMPD8CRRMTlEvBwLNrvc9+ZQTVtclIZRsCE4SUKiFO94PL322ikBNRcEGw9hS6dgr6ofymnCoHMwCpaS1VE8vaL4tctOCaq5IFgt2eqP4fCGpscfOIs4BCfJyijV/1Cj6rXDTgmtGVGwYhh7Vf7cXvqa2qBgyVkRxQ30iuXXzjpFUHOFYAEUxtRD0kV57MeVHANwkixHaVbyRvdrV50iqhks2Jf/PjecXdUz9BeH8hiQaxEH4CRZiNKuk4+v1446RVpznWDnq6fpL+rV9PWhX7O0vl4zP71BwVIzF6W7DSWFX3vpFHnNNYI1nxew7n6w6kJYe+TH+8E8cJJMR+lv8kqi1z46ZVPNNYINL4Y9n/VrIzGaqF9TBk6SiSiu1yuVX/idsrXmCsGKAey7N3fX5RXmL0/5sW1icJKcjOLZlUwv+E7ZXnOFYLVV9WT9X7/yg0el4CQZR/HtSukXdKeo1FwlWClVo9Y1PzpbCk6SoyjOTC/gTtGquVqwu/Pq7OvLU375gxCcJL5Oo8+GSuoXUKeYC3ZZnX4FLOugYENgknhKHduVWC+gTrGd5Hh0195qye8HE4OSpJ0OPvWhvKn9gumUj8bT9N9X37HyqJSNh4hCQJIMb44Y/Cq5XjCdUmInWHnPyt9+by83c5JDCEiSKbtM/ELplBLDpVLX1W1g12sWclCwSUCSLPqVNA1Ip5RYrkX869dy3CpHssjfrxKjifo1ZYAkwTk8LAHplBKQ1fRxidFE/ZoyUJLM+pU6DEqnfKRg4ibq15QBkuSUX0bD10eYTimxFOzL02oJ4nXklYgULD7t/Lz/mJ1fIJ1SYTvJ8X3zb9w5DgoWm1qtQRRDvUA6pcZOsM8Pm8mNS84ibgAhSTN0+VFM/YLolAY7wc5de2hYXguLepQYo4n6NWUAJGkPDfsotnpBdEqL9VKpmnOu5JBinqQ/9eqiWPtl3yk91ot9a7gWUYx1Em9qo4lirpd9p3hQMGET9WvKME7izxzWUQD8su4UH8tDxP5zOK55iCjFNslgZr6MgqCXdacMsJzk6EatQjYu9hVimmR45auIguEX0NtjPE1fj2HX/FQpOZZJjq4s34HohfT2WF5o9j93NOoARsGigLKy9wQ4b4/pUqnzRH5RsBjArOw9Ac7bY7zYt1Ys8s0qFCwGuMPXR6S3h6vppU3UrynDKAnw8PUR6e2hYNIm6teUYZMEZ+H8SXDeHgvBvjwtJ+iPvkaWF5qFWCQBujHlNDhvz/0QjKhSvl/eZqeXVZ77jjva5gimSfokk8PXfe6USXgOJmyifk0ZyZO4yc/svcedMo2BYIMbVZIQo4n6NWWkTjLt1z3ulBlszsEomBqJk7iZb3S4t50yh5lgkb/vYUCMJurXlJE0iZvz6752yjw2gv39TwqmRMokA7/Gc/P3s1MWsJjkOHdjOIsoJGGS2eErbZQFcJKYCFbeqELBlEiXZH74ShplCZwkNtP0JwyjYEKSJVn06z52yjKGn8nBczANEiXxT7+mVkbdu05ZAwUTNlG/pow0Sdb4de86ZRVcySFson5NGUmSrNHr3nXKOu7FYt8YTdSvKSNFknV+3bNOWQkFEzZRv6aMBEl6v+bvS7lXnbIWCiZson5NGfGTrPXrXnXKangOJmyifk0ZsZP00xuLt1Xen04JgIIJm6hfU0bkJAF+3Z9OCYGCCZuoX1NG3CTjw0OzKCHgJAG5DnbJz6aXEjVJwPAVO0oQOElABDvnJIeUmElGftlFCQMniYlgRxOInEXcQsQkrV+rhq+4UQLBSWIzgl2OBeO3qwiJlsSF+nUfOiUcE8HGQ1jcT8+O0UT9mjJiJWn9Wq3XfegUARjnYJGJ0UT9mjIiJQkevuJFEYCThIJJm6hfU0acJOHDV7QoEnCSGF4HO6dgGkRJIvIr906RYTiCpfvwthhN1K8pI0KS5vQrUK/MO0UKBRM2Ub+mDP0kUr+y7hQxhoeI8b94ryVGE/VrylBPItUr606RY7gW8TLZV6rEaKJ+TRnaSeR+ZdwpG7A8RORKDgWUk1R+ifTKuFO2sAfBvr09tPzyR7H99WXx04vml9MbFCycLX5l2ymb2KFgt2fVj48/lL+b3qBgwVTTG1K9cu2UjezpfrDbs59/q0apJ5VL5Ug1vUHBgtnoV56dspUdCVYMZKU5N/UIdXtWjmbTGxQslI165dkpm9mRYFe1Pxf1AFXo9mpug4IFstmvHDtlO7aCnTv33Zu781VXnIsDwFeVPuVxYuXbi5kNChZI4dc2vXLsFAUsBatuC/vuzV+/rpqkvypPsErPmgPAcnt6o+aHmuXi9x3n+2UdhoThJh6vb7v87k05n7i8qKMZwHqNbnynRhs1FGwd1GvPuNMPf35YDFxfnhaHiKVhz5eqNDMYYYI1xBik9WvK0EiicHioFUUHnCTWaxErwe6Kg8SljwzoZi4o2BCFJDp6ZdYpWpgJVkj1/K4R7O568Sysm3sPOgejYCvQ8iurTlHDcCVHqVYj2OeHS4J1oxJnEYdsTtL7ZR5FDZwkuxHsopPmoj5WbC99TW1QsFWoDV/boyiCkwTkEHHxk3270YkrOY7YlkRv+NocRROcJKaTHNWXGJWCfX64NMnRnV9xLeIRm5IoDl9bo6iCk8RQsMKq8hpYIdhltZ5jltuzfon8zcFbMz+9QcEW0fUrk05RxvSO5p6lxVI3vjW8H8xjQxJdvTLpFG3Ml0qt8msjMZqoX1OGPIm2X1l0ijrmi32jf272HQU7hbpeOXRKBHZ0u4qcGE3UrylDmCSCX/vvlBhQMGET9WvKECWJodfuOyUOVoJdt1eWvzyN+s1FFTGaqF9ThiRJHL923imRsBHMWz//+WH0OQ4KNiCSXvvulGiYCFZ9olRj1XX0r9+jYAOi+bXnTomHiWDl5GF3A5hvGwULJjBJPL123CkxsRCsutXS276O/MG+FKwjpl+77ZSoWAh2ebwy6jLyEBajifo1ZYQkiarXXjslMgaCje9fXnFH8yZiNFG/poyAJJH92menxMZAsBPfDBb5i1ZiNFG/pozVSWLrtctOiY+NYMcfcbP8kQGbiNFE/Zoy1iaJ79cOOyUBFEzYRP2aMtYlSaDX/jolCTbnYDxEVGNVkiR+7a1T0mAxizj+8tjIXycbo4n6NWWsSJJGr511SiosBLs+nqb//JDT9FKWk6Tya1edkgwLwYqTsMGAVRwzLn1kAAWbYjFJKr121SnpMFkqdTlYulH4FXkxYowm6teUsZAk2fC1HCUhOElsBCuVahWrliLGXSl1jwVr9XL2UVKCk8TodpXKsHVf0EzB5plLknL4WoiSFpwkZjdchnykFAWbYSZJYr/20SmpsfvIgOs0o1dJjCbq15QxmeTHpIeHs1GSg5OEn8khbaJ+TRlTSdL7tYNOMYCCCZuoX1PG6SS9Xun8gu8UEyiYsIn6NWWcTGIwfE1FMQEnCQWTNlG/powTSUyGr9NRjMBJQsGkTdSvKWOcxMov6E4xg4IJm6hfU8ZxEk+vxH4Bd4oh90Kwe4Tvl3UWkgZnHeD+jGC+XqnHL9hOseVejGAxmqhfU4afxPDw8DiKLThJKJi0ifo1ZfRJ+pVRNn5Bdoo5FEzYRP2aMrok5n4hdoo9FEzYRO5J4F8AAA50SURBVP2aMpokA71s/MLrFAQomLCJ+jVl1EkQ/ILrFAgomLCJ+jVllEm8+1Ls9ELrFBAomLCJ+jVlFElA/MLqFBQomLCJ+jVl3Hl62fqF1CkwSSiYtIn6NWXg+AXUKThJKJi0ifo1RQz1MvULp1OAklAwaRP1awr4EckvlE75iJSEgkmbqF8zHE8v68PDEoxOKcFJQsGkTdSvGcqPYH5BdEoNThIKJm2ifs1A+pW9HzH8QuiUBpwkFEzaRP2aQQxvTIHwy75TOnCSUDBpE/VrhjDwy356o8a6U3pwklAwaRP1a65npBeEX0C7NU4SCiZton7N1Yz9omBDcJJQMGkT9WuuZLjykIKdAicJBZM2Ub/mOo6vLVOwE+AkoWDSJurXXIV/7esjll9AuzVOEgombaJ+zRUcX1uG8gtot8ZJQsGkTdSvucxo+EJYgdiDs1vjJKFg0ibq11xiNHyZJZkAJwpOEgombaJ+zQVGsxtmSabAiYKThIJJm6hfc5bTw5dFkmlwouAkoWDSJurXnGP6xq/M9yUZOEkomLSJ+jWnmTg6NEgyC04UnCQUTNpE/ZqTHK/dsEsyD04UnCQUTNpE/ZoTTB8dpk6yBE4UnCS7EeziUPCq/vnry+LnF3dLG3kIdjR8GSZZBCcKTpKdCFaJU/Ck3Lg9q35+/GF+Iw/B5o4O0yZZBicKTpJ9CPbtbTUsXR1+/q2S7Unl0ou7uY0sBFsavtIlWQNOFJwk+xDsphmUrkqBmo3bs1/+mNvIQbBlvbLfl2TgJNmFYMUA9qrfuqgHqPrB6Y39C9YPX3MrejPfl2TgJNmFYF9fekPSt7flceJdOZy9mNnYv2BDvyyTrAUnCk6SXQh2e/b4w83hUJ2B9baVx4vTGzU/1GwNYECn112pl3UagozbWqAQ7P/Us4gvPMFufKdGGzW7Fazzy9EvsoDbWuCmmaC/KcewIMEaYgzS+jV7Vh4dJkgSBE4UnCS7OES8aS8eX806lY1gg+HLNEkYOFFwkuxCsNuzZvaiPBkLOgfbpWCDo0PTJIHgRMFJshPBGnPKH3KfRQwavqImCQYnCk6SXQjWmVOOYHcX9VWu9tLX1MZOBQvUK/t9SQZOkl0IVphTH/NVQ1POKzlCh694SSTgRMFJsg/BmuWFN7mvRfT9sk0iAicKTpJ9CFZN1Hf3qzQb9fLE6Y3dCSbRK/t9SQZOkp0IVp5XHQ7tkV+e94PJ/Mp9X5KBk2Qvgm0jRhOVCwr1yn5fkoGThIJJm6hbz/PLOMkGcKLgJKFg0iZqVhMPX+pJNoETBScJBZM2UbGYfPjSTrINnCg4SSiYtIl6tbbolf2+JAMnCQWTNlGrUj98WSfZDE4UnCQUTNpEpULbhi/NJNvBiYKThIJJm6hSZuvwpZdEA5woOEkomLSJGlX6Gyutk6iAEwUnCQWTNnF7DYXhSymJEjhRcJJQMGkTN5fQGL50kmiBEwUnCQWTNnFjASW9st+XZOAkoWDSJm57vZpfue9LMnCSUDBpE7e8Wk+v7PclGThJKJi0iRterOlX7vuSDJwkFEzaRPlrNfXKfl+SgZOEgkmbKH2l6vC1KYk6OFFwklAwaROFL1TWK/t9SQZOEgombaLoZdrDlzxJDHCi4CShYNImSl4Vwa/c9yUZOEkomLSJ4a+JoVf2+5IMnCQUTNrE4JfE8Sv3fUkGThIKJm1i4Asi6ZX9viQDJwkFkzYx7PnR/Mp9X5KBk4SCSZsY8ux4emW/L8nASULBpE0MeHJMv3Lfl2TgJKFg0iauf25MvbLfl2TgJKFg0iaufWbU4SsoSXRwouAkoWDSJq58YmS9st+XZOAkuR+CmdENX9ZBSMY46wBmI1jsw8P1SZKAEwUnyf0YwWI0cfk5KfTKfl+SgZOEgkmbuPiUNH7lvi/JwElCwaRNXHhCIr2y35dk4CShYNImzv7aJfMr931JBk4SCiZt4txvXTK9st+XZOAkoWDSJk7/LuHwtZAkMThRcJJQMGkTp37jUg5fs0mSgxMFJwkFkzZx4hdph6+5JOnBiYKThIJJm3jyYZfcr9z3JRk4SSiYtIknHjTQK/t9SQZOEgombeL4MRO/ct+XZOAkoWDSJh4/YqNX9vuSDJwkFEzaxOG2s/Ir931JBk4SCiZtor9lp1f2+5IMnCQUTNpEb8PSr9z3JRk4SSiYtIndj86lvrY8lcQanCg4SSiYtInND850+PqY/b4kAycJBRNRatX9YKlX9vuSDJwkFEyCc7Vh5sPXx+z3JRk4SSiYAOdh7Vfu+5IMnCQULBwkvbLfl2TgJKFg4UD5lfu+JAMnCQULB0mv7PclGThJKFg4UH7lvi/JwElCwQQA6ZX9viQDJwkFkwDkV+77kgycJBRMRGuYeuFwMt+XZOAkoWDCJqL4lfu+JAMnCQWTNhFDr+z3JRk4SXYi2NeXh4pf/ui2Xvi/OrkRVzD9mjJwkgBFwUmyE8FuzzzBmo3HH+5mNyhYanCi4CTZiWA3hyfdz8Uo9aRy6cXsBgVLDk4UnCQ7EezCc+amHqFuz8rhbHqDgiUHJwpOkn0I9u3tz78dy/bt7eHV3AYFSw5OFJwk+xDs68vH/++sOQPrZLsqdJreoGDpwYmCk2QfgrVzHOXI9PVlcwB4VZxwTW/U/FCzOQAhuLjNFW7quffbs2KI6jS68Z0abdRQMJI/bnOFdkgqj/2CBGuIMUjr15SBkwQoCk6SfRwittyePf5AwYbgJAGKgpNkb4L98kfQORgFSwlOFJwkexPs8QfOIg7BSQIUBSfJLgTrzKmO/S7qq1ztpa+pDQqWHJwoOEl2IVi3kKMyiCs5BuAkAYqCk2Qfgt2eVWNSLRDXIg7ASQIUBSfJPgQrzqq8u1VuDt6a+ekNCpYanCg4SXYiWH2j1xN/g/eD1eAkAYqCk2QvgqGBszoEJwlQFJwkKaK46H8hPTjvIE4SoCg4SSiYDJx3ECcJUBScJBRMBs47iJMEKApOEgomA+cdxEkCFAUnCQWTgfMO4iQBioKThILJwHkHcZIARcFJQsEI2TnOOgAhOeOsAxCSM846ACE546wDEJIzzjoAITnjrAMQkjPOOgAhOeOsA2yi+lTh9jMIju83+/ryycSGXZLB0wCijG/PM0hSP3V0J65BlOFX3ang1CoZcNF8aHfVV6PvH7vwPyDu4vjT4kySDJ5mG2VwH7ppkpJvb8e3uhtEGXzVnQ5OrVJ6mg/tvjiUn2s1+syPi4P3Dg42zJIMnmYbpf4klfr3tkkqrk58loRBlNGn4m7HaRdMSP95Vk9Gn1pV/b9ocDQUU7CVSQZPg4gy/pCv5EnazZiCrY1yoX9s4bQLpuP4Exn97x8r/o/45MY7GnoS4f9NwUmGTzON0tJ94LJpkuLR/xnzHGxtlMFX3SnhtAsaUPbP0ScHXxVbvWD+hmkS72kYUWLPLaxLUgwsKYIsRvG/6k4Lp1jLiOp/RSc++36wLyURbFWSU59ubBWl+UxL4yTlMVsSwZai+F91p4XTK2XFVXlMfeLbW9ILtipJ8zSAKMXJfcTZltVJvr4sUiQRbCmK/1V3Wji1SlbcNFND9oKtS9I8zT5K8f/z6FfC1iSpzonSHKsuRPG/6k4Lp1bJiGZ3BRBsdZJUfq0YTKMfIy4nqcfzBIKt7hTVME6rkBFXze5qfw62MslVAr/WdspdN2dtl6Q5HosvWECnaF68cFqFTCiOcpquOPH9Y0kFW5mkf5p5lJqoO/aaJM2KktirSsw6xWkVssBfYDP+/rGUgq1MEntF0Ooo3SMxBVuVJI1gKzslwnVKp1YpPYPddfz9YwkFW5kktV8zUS66M6CI17zXvz2RDxFXd4r3VXdKOLVK6RlMd4+/fyyhYCuTJJufX47SfatbvDPCkLcnsmChnaKYxalVSk57b0GzMHr0/WPpBFuZ5OhpllG638SbRAx6e+IKtjpKhFsMnF6p1NwcBt02ussnnWArkxw/zTBK+5uIe3XQ2xNXsMBOUd1TnGYxQsgQZx2AkJxx1gEIyRlnHYCQnHHWAQjJGWcdgJCccdYBCMkZZx2AkJxx1gEIyRlnHYCQnHHWAQjJGWcdgJCccdYBCMkZZx2AkJxx1gEIyRlnHYCQnHHWAchmzp37vt/661fnntuFIUOcdQCymS9PfaUuB7oRY5x1ALKda+f+9nvz8+eH/c/EHmcdgChQHCQ+qn/iASIYzjoAUaA4SPzuTfUTDxDBcNYBiAbFQeLf/7yrTKv+JSg46wBEg/LIsDxIPG9HsuYx5/lWzoW49liy+OXz4nStOp6sn9i/kCjirAMQFQpZCkOuu3Ox6mCxpjlkPG+3qzmQQqr/0WxcD35BdHHWAYgO5clXYU03YF02g1d7keyydq8cxsrtctQqjPzrf5dqVk/k2VsUnHUAokNpzL/747xCm0aXy+rBQqx6uzlL62cbL9uR65xDWAScdQCiRHVG5R0gtrYUKn1fzoI07hWb5W+af+5aAUkknHUAosWlN6NRW1VzPpxYPG8Fax69HsyEEGWcdQCiRTGEdQNYM2M4mr2oJgwbwVoDm9mPR6OCRAFnHYBosSDY9WDTH+Kqg0tO1MfBWQcgWhwJNpwSrK91lRMb5yPB+l9zkZU6zjoA0cIXzJ+wr7jsjgFPCtY8hedi6jjrAEQLXzBvSUflWi9cMbYNBBucjHGeXh1nHYBoMRCsvXxcnXs990a0y+NzsEtvAp8jmDrOOgDRYiBYKVIlTnPg16zTqCY/ysd7wdrbNXmjSxScdQCixVCwfi1iu8y+2fq/7QLf7/vXOc7Ux8JZByBaHAl2vEj+vJmhrycYB5Mcl/6iYKKKsw5ASM446wCE5IyzDkBIzjjrAITkjLMOQEjOOOsAhOSMsw5ASM446wCE5IyzDkBIzjjrAITkjLMOQEjOOOsAhOSMsw5ASM446wCE5Mz/B6usaePOdXdyAAAAAElFTkSuQmCC" 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" width="432" /></p>
  449 +<p>En todos los continentes representados parece que se cumple la premisa de que los ataques tienen una tendencia negativa, mientras que las certificaciones positiva. No obstante, parece que el grado no es el mismo, las pendientes en las tendencias lineales difieren un poco entre si.</p>
  450 +<table>
  451 +<thead>
  452 +<tr class="header">
  453 +<th align="left">Continente</th>
  454 +<th align="right">Pendiente.Certificaciones</th>
  455 +<th align="right">Pendiente.Ciberataques</th>
  456 +</tr>
  457 +</thead>
  458 +<tbody>
  459 +<tr class="odd">
  460 +<td align="left">América</td>
  461 +<td align="right">275.2</td>
  462 +<td align="right">-100.8</td>
  463 +</tr>
  464 +<tr class="even">
  465 +<td align="left">Europa</td>
  466 +<td align="right">1209.4</td>
  467 +<td align="right">-57.4</td>
  468 +</tr>
  469 +<tr class="odd">
  470 +<td align="left">Asia</td>
  471 +<td align="right">1008.4</td>
  472 +<td align="right">-58.4</td>
  473 +</tr>
  474 +</tbody>
  475 +</table>
  476 +<p>La tabla muestra que el continente que presenta una menor tendencia ascendente en certificaciones, es el que presenta un mayor descenso en la tendencia de ciberataques. Esto parece que no aporta nada al objetivo del estudio, para poder explicar este suceso y encontrar alguna relación que si nos aporte significado se procederá estableciendo superficies geográficas más pequeñas, aumentando así la precisión. Se mostrarán, a continuación, los paises que superan aproximádamente un 2% de las certificaciones totales y el 1,5% para los ataques (porque <em>Estados Unidos</em> recibe la gran mayoría y si no saldría solo), ya que la lista completa es demasiado extensa. Los nombres serán representados con los dos caracteres correspondientes al estándar ISO que se puede consultar en la <a href="http://www.iso.org/iso/home/standards/country_codes.htm">web oficial</a>.</p>
388 477 <p><img 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OYf1lTZK4kTouYpigCmqyrae+69UtD+azxgiY6qjvGUHcm5H1UZUCkGmH/YbGxcuLJG1DxF0a1SKzvxy1rh2KAHKyLM2XowtffBa6+ON51dEH/AZhNRSjBxV0iYswHWWAdT06Xde7Cw8g/ApkgJJu4KCXM2wOQk7CBoHXXOwUYA5vHpLgLAdk4JJu4KCXM+wIK9iJVbCj52HxyNBczbb7WlA0xR3xzMH5fmE1FKMHFXSJjzAdbYTW8XlpvrYGMAq+d1lbreHIC1Jn75RJQSTNwVEuaMgAV/+g0J3k4O+UGLELtQ1g2YNFfHzY6OqHmKIoAFN7UBMH52zMKcEzA/OY+bH9m9iCEhldlnGAGsNlc9VdQ8RdGtUrOtfhGlBBN3hYQ5K2DePggnvXBrIGgTVGl4YoAZc9NPRc1TFNvsm/k5AZ6IUoKJu0LCnBmwPVLfbvp5RJQSTNwVEiYAiym62Xe2/VFEKcHEXSFhArCYopt9Z3uAHFFKMHFXSJgALKbYOtg6b+nQE1FKMHFXSJgALKZokQNletZ2zMIEYDEBMFp3hYQJwGICYLTuCgkTgMWEzb607goJE4DFBMBo3RUSJgCLCYDRuiskTAAWUxww8+aH7OthRCnBxF0hYc4G2L+NUJ58HakoYPWW5ayvfgBgRYQ5H2C/HSzegPn3q+D9YPzsmIUJwGKKACZvzHb3suG5iPzsmIUJwGKKbvZ1VNUPFs4jopRg4q6QMAFYTNEbLutx4RrPpudnxyxMABbTgPvB8HYVhnbMwgRgMQEwWneFhAnAYsIQkdZdIWECsJhQ5KB1V0iYACwmlOlp3RUSJgCLCQvNtO4KCROAxYStUrTuCgkTgMWEzb607goJE4DFhNtVaN0VEiYAiwmA0borJEz2gAULT4O0nqb20ATs+kH7rZp4Jgc/O2Zhsges+erZ7QJgeeyYZS4Td3sP2OrG38z3sGpfAIzWXSFhcgfs+sHNf81dDu8W5mC07goJkztg1eLo+oHpJ1aLY7OPQi5F6W5Nlcztq4qO5NuKjs0QUZ5q+z71sxk56j5oe6cIwGjdFRImc8DePv3wSwGWRmO1+FsNysq9E0yTo3mpFj8+lKtTGrC1t9fCvlrzwLPY2isCMFp3hYTJHLBXhzefuxearBQWuvcSPdeB6o0kKPp9DJVZ+1WACY6O5Ef6gIJR/c8UJV8dbt1GGLtdxZt2YTc9QztmYTIHTMFi78HSr7nU6Gjq1qYjWmua9GlrPYg80CbHG9sDCraOQ0B6NQCwFYoc/OyYhckbsLdPVQavLC36RemmP7r5XA0gpYKOTgKmYAq1sj3fQChagDUKiKgi8rRjFiZvwCpNlh7pdQHmZ7oPWPimV4fGsZ2bDSj8t3uwdRsw3A/Gzo5ZmLwBW7lMPt7Yt7d6gHl9igKsHi8GIzld1zgwvVqVXORod2F59/sSpQQTd4WEyRowL6NlKncA5vdTIWD1EV0P2XjDxqou2sc1YA7WpdcPl8vlT36tG2+eiMajzahGLaKUYOKukDBZA2aRMUW/FmDhTMsHzD9iYRO41mdvLwCmAXa61FK4KNiWy5/+ZkTDE1FKMHFXSJicAXM1DNMJtQBzmKiGD5itIsr/WcAq2WvZB0GpskivktbBrjRap8tPv1Yd012Fj/xoYMMXUUowcVdImJwB8yBQZY42YKJTkqdUao4WAKaL+eK/dslMlShU1yYt7LCxR0MAu/6fje7s1FByKpm50p3S64dyxDiw4YsoJZi4KyRMzoB52+LV8K4NmK1YKFoCwGzJTx/Q07hfyZbdybG1wB4FrK68tK7y7pnsuTYSmruOtnfPll8MbvgiSgkm7goJkzFgjTXdm887ANN7Ee0Q0AfM34tofqxs5zWgxBEFzFsa6MFUAuZoOxcEDWwEIkoJJu4KCZMxYMSKABYuhkXW01Rv9OaJGfOdC9oGNrR+pDXZPwWi03jAEh0VApjowER/WZmNkLF+8FxOqxw5Vz5G/Q0tAFaOAFhMsTK93h0px4Z1lbOhK1NETAXMiGhQw8RdIWGOB8y78hgVA5iEyqBVdZciNV8AjMaOWZgALKbet6vYekvXYtq55muHOZgRUUowcVdImAAspl7A1mbfcbuK+O6Z3SiFKiKJHbMwAVhMva8vWptb01qACb7clqdTvbBlV7sGNXwRpQQTd4WECcBiipfpD8xGEbMrxJfPF3ZykNgxCxOAxRQBTO7wv/GNXW5uFjnO/S272ItIYccsTAAWU2yrlH70R9W5kUPdd7J0e+Ovlt42+YENT0QpwcRdIWECsJiiexHfPpX9luzJWjXEq2UAGO4HI7BjFuZ8gI3QuCtnEh7bRuuukDBnA2zvBMBo3RUSJgCLKQrY9QO1BbHK/AJZAFZEmLMBVswQsVrYR13lfWgbACsizPkAG+6BNWDy3jLzAOHchBGlBBN3hYQJwGKKALZyN2vKtbCso0SilGDirpAwAVhMvVultFZ4Nj0/O2ZhArCYejf7anXsRZxSRCnBxF0hYQKwmAAYrbtCwgRgMUWHiPVzOCoMEfnZMQsTgMUULXK4XmvAwxV3ElFKMHFXSJgALKaeMr3uw6phb2lJF1FKMHFXSJgALKbYQrP/3NG8b2cnSgkm7goJE4DFNODJvnn5AmD74A6Apapns+9qhpeDbQBYEWECsJiwm57WXSFhArCYABitu0LCBGAxNQG7fiAL9I3XyGKhmZ0dszDZAxZs/qu1zn43FgCjdVdImOwBe3XYWU0AYO975jJxt/eArW78Td7l3JgwB6N1V0iY3AG7fnDzX3OvN3WrCVhkrJpRRCnBxF0hYXIHrFoc1U+A1+Mz1Z/5r7HMk/gdQ0QAtgd2zMJkDph6T9DKZLZ9vbJ+pbn8zG6qyNHFdQPW9b6HXCJKCSbuCgmTOWCvDtVTdO3rmI/UR/KOLAVYtTCv6Yq8CG8ndQAmwgBg3O2YhckcsLXuNRRAQW6rA6ZrC+7RmkytIsdq0RaqiOzsmIXJG7C3T1UGr9QYUHBU57NXpl/luW2kBZgdoQIw1nbMwuQNWGUfQagSeb1wNQ73BjyT6HMA1kUYAGNnxyxM3oDVozJFUNUocuiMP5hpiKiEORh3O2ZhsgbM2zZhd3NUpiy/1i/AUx0cAJs0JZi4KyRM1oBVtv6uK4dG6vWtEjD7hCfB4WyAzSmilGDirpAwOQOmFsHMTwI1+5A0Vbr3AauyLDVjLyKtu0LC5AyYIkmr0q9tlW09MPSGiOs8ezkAGK27QsLkDJhXilejQFvFk1ltFpr1/OxXObZyADBad4WEyRiwoJ6gHgOvXz2uqFubXR2qwJjlAaCYg9G6KyRMxoARC4DRuiskTAAWEwCjdVdImAAspgHrYGs8m56fHbMwAVhMAwBbocjBz45ZmAAsphZgjQIiqog87ZiFCcBiavdg6zZgeLsKOztmYQKwmNqAtbuwvE/PJkoJJu4KCROAxYTNvrTuCgkTgMVEDxhUgMYDluioEMA2K/RgvO2YhTkeMO/KY1QIYHM+vI0oJZi4KyTM+QAboTz5OlIAjNZdIWHOBtjeKfoS9Owv3rMiSgkm7goJE4DFFNuLuM67uuyJKCWYuCskzNkAK2eIiJ0crO2YhTkfYJ8NFgDTIkoJJu4KCROAxQTAaN0VEiYAiwn3g9G6KyRMABYTAKN1V0iYACwmAEbrrpAwAVhMPYCtFvKFSavcK85EKcHEXSFhArCYooCp28I+/DJ42UsWEaUEE3eFhAnAYoovNGvAZD0R94Pxs2MWJgCLKQLYq0PRcamHdkvCMjwTvxZRSjBxV0iYACymvr2I+qn49u0uuUSUEkzcFRImAIupGzD9qiTz2okKC8387JiFCcBiiu3kkGgZwOz7XjKJKCWYuCskTAAWEwCjdVdImAAspgFDRDzZl6EdszBZA+a/dTxrva5L0SKHeomRBEyEhyIHOztmYQKwmOJlerkGJgBbq/0cGUWUEkzcFRImc8Bmuz2/rf6FZq28m6WIUoKJu0LCBGAx9W+VmoEvALYP7koCbGVfbnkgl6COKj1wVK+91OetFsdyVGnyXh1IL/P1b/bN/tzsDQArIsz9BezHhyrHK2+Otlr87aF7JYOdwKVO3nC7Cq27QsLcX8B0D2IqeStVb1hZ5FQlXR1IfwYUAKN1V0iYzAEL3mMSAqYreGtTKV/J/5sX4qnlKXtgnTpT6gSssrheP8haoVciSgkm7goJc38BUx2YXvfdmLY5Qb6g4e1TU0JPLpR0AObtn/fmetlElBJM3BUSJnPAeoaI6pDZUmHeerLS6S/hUhWOnZ78FHk/mKGqcnO9fCJKCSbuCglzfwFT2e3eJtQEzHu82mSArfySiU9bJhGlBBN3hYS594BFejB3IFktwNStll67yvxYRAC2D+4KB6xzDiY3ubsDyWoBtm7ujFpn7sKIUoKJu0LC3CfAdGFQ30dcuSJhUEVU56vP7E73KnVBuAlY+/5l3NHM0Y5ZmPsEmFrgktULD7DmOtjBpl4Hk8ZV8kpzE7CON4NlftEKUUowcVdImMwBW/h1el0Z/PDvfcAaOzl+Ue8RtAdSO5kOwJqo4pEBDO3yuHt575b7SSTVnfrI9QN75MXt8Iiy2SfAFGE3vqkCwBp7Eau60qcOpJc6ABitO15hniwMRoqixeLjb+2RlT1yphP1o68CG9aAjdVqyrvGOuZgGCLugV0WdycLg5Hov24pyu40j4jP7tvj3hEAFlOrith+eWzm18nulBLT272/gKleS3NzofuuF7d1R+UdOdHMNY8AsJhagFXN8aYYwaJMz85uendi7HfrIsTou8eyu1JHKtdlKb28pwBzNgAsphZgpi7pJMaMeGQAP7vtZmEx4kROnO5rO3VEASIIsvrof3/w+aUB7LvH4mepM3WBM9FqAPbiturizqwNAIupvVVqHWzdMOsFGbV7Kk1qVwpgQTFC1QTVYE7YnRik7oSAyRMNYKZ/khexWIWA6ZmYVnmATao2YP4t0morIt6uwtBum9mFmhoJgGRPI/6neqLFB59vNhe6XztZmF5K6sVt3WgCdtEJmCDUswVgveq4XcXbor/DLuLB2jWVJrYrAzCBlBnsya7G1Cxkh7TZmPlVXZJ3AA4ETHd7bvAJwHrVecPlfI+U2gCwLGG+vGf6GJn+plah7d4+9o4YndkFr2E92GUwRgRgvYo8MqDa3nu9eXLX/bRcLh+Na9TaMZWmtisFMIfIx9+6RmBXwyNmaPeDz7bOwepOEYBtUfozOU6XBrDXD5dSP/3NiIanHVNpartSAHP91EdfyZKfmHmpiZOz87q1GqPuKqJUEzBTRrwEYFuUDNjp0gAmOqa7Cp9Hwxu+dkylqe3KAMzNqk40YL+0hUNn54aFXgd2Wa+D3TdXsUcqf053SQjYCKWm9qRKBEx1RxqwK90pvX74k18PbvjaMZWmtisDsEtXKxSAXZh9GBeqimiPu0JgPdpzgDV2clzWPZgtjTR6vdkA2zulAXYu6LoygJ3qPunds+UXgxu+dk2lie0KAcyudv3FPQWY7s5UFVH95PHll0AsYK29iA4wU90I+ARgPUoE7NOvNwawd8/Ez+ozQdDARqCdU2lau1IAk32YmX/ZVS45rnuu7M68hSyvm6oLHxeLxm76qnGEaqF575Re5DCAvXlixnznoj2wofUjreQAoAGSNzy5NyiaH94+9cvDlbdTp1r8gakQ/PWfCoh+WFcM/jI88rs/c0eU/XjA5v5FUGk6wK58jPobWgBsBskHuDSenin48nebroKlzuFFOitlBsBiIgTMaPfB0KR2hQwRTR1Qjw7rysSdzcZsn7JyJXmt8YAps/GAef+SogXAaN3lqyJKbl7cVmiZaoWuIp4FfF36q9CXAGxyEc7BjHZNpYntCgHM7pPXMNWVic31PbcLzpTiA94A2MTaGTBUEUnstpl98skfSYZ+YNL5T35PNL4nf/qP9TbT7+v29/2MB2ATa2fANqd6Ycuudg1q+MqUge89YGkZD8Am1u6AYScHhR0A2xPtDhj2IlLYAbA90e6AiR+8bfIDG54yZSAAA2AcNAFguB+MwA6A7YnwjmZadwCMOv8yC4DRugNg1PmXWQCM1h0Ao86/zAJgtO4AGHX+ZRYAo3UHwKjzL7MAGK07AEadf5kFwGjdATDq/MssAEbrDoBR519mATBadwCMOv8yC4DRugNg1PmXWQCM1h0Ao86/zAJgtO4AGHX+ZRYAo3UHwKjzL7MAGK07AEadf5kFwGjdATDq/MssAEbrDoBR519mATBadwCMOv8yC4DRugNg1PmXWQCM1h0Ao86/zAJgtO4AGHX+ZRYAo3UHwKjzL7MAGK07AEadf5kFwGjdATDq/MssAEbrDoBR519mATBadwCMOv8yC4DRugNg1PmXWQCM1t1Wu5fmhXn6PZSqdceYvbhtGu7ILWcGwJgIgNG622qnKLKAmcbH30qzM5+8C79xCcDYCIDRuttqd+F1S6KXumXeuLzZXKgOy7zSXB/R/1UCYIcwOkUAABC4SURBVEwEwGjdbbU7cYNACZt5rfJHX23ePtYwCcLuB0f0qQCMiQAYrbttdt89/uBz1zCwSaY21/fMAdXFmX7upf0QgHERAKN1t83u5b2P//m2mVs52M4WdwRgprNSndeL2+jBeAqA0brbZmdrHHIc+NIydba45fdg4tPvHps5mB1PAjAmAmC07rbZXehC/IvbAqeXdad1S87BNEwnqnsThC28oj0A4yIARutum92ZqQuKUWEI2Magd6LHj6anQ5memwDYrO7MXMkAIXEQduFasjvSMgwBk2hJ/YX89EKNIU1vJgXAmAiAzenOrFpdWjjUgla4llwfCSTLF8EcbKMXlz/6SqKna/WXXlEfgDERAJvT3dlCA+aGdx98Luz8tWTvSGCpMfKqiJva4pY/eDQ9JABjIgA2ozvZVSkATlyBQo/16u7KOyL/55hSEJ7ofkqtg218CwDGVgBsPncCjJ+rOZiPzWbjryWHQF36wIX7NTYbQ5uqL373OOQSgLERABtt1r2JXdq5ve6t05RE9rsih5YCzF9L9o/Yq9y/tGg19iJKFkVDnnjWHFkCMCYCYGPNIpvY62KFRig47VKf+/G3IWB6rOevJftH4u7Ubnqz8tWomthrADAmeo8BC7uYE5Oe7kYri0bQLdkuxexb9zaxy57I9S+N08x1RO8SAnYm6HALWmqs5x9RP3zyyX+Sgf2hSUvV+A+m8Uey8QPT+GPZ+J7LXADGRPSAUWmt/+Tf+EY2rh/o1oFsrExvcCQbrw7VzzefG7OV/VgaVvrzjkZwWm346tBdSBp8+KUK5MAEdNQ4IjQ+c3ezGw/YTu7KFz1gO/dEaXZBF2OKBGeqbB5UyoNuyZOu23mb2GXVwe11b5x2eWn7JL8H05OoOsz62EVdpB+fubvZoQebWO8tYAYHvf/8wk2cbjlQdEWudaOVkabB28S+eeutUjVOu3QDQA+wM02RD5hbR64Hi6mZm2oHwCbWewuYkepi/E6nBsUsPbW7pUtX3PM2sdf3j5zV8y5z2qWrVbh6hbDUp7d6MHdEKTVzU+0A2MTiBFizsP3ynq1/N/fn6SMD7SwhQYIHWV0P5PyEl4B919UtyYKI+bjexO7foHWreVoLMLdnqgm0dwSAlSBGgLUK2yd2gam1P+/E21zUY3cWZHQXYLqLkZTJCngwJ1Kd1suObslcy4wwXZm+BZh3mufP9lKWIn9Ier/FFwDbd/EBrFXYPrEruK39eSf+A8p67W41UzYohtsuRqT9Ly3CLiBVlXjZ6pYCr94m9o4e7NIfIwaAndUhqXWwei35LOQLgO27+AAWVB1M36BBaezPc0e22IWPhdFye4pMQ3cxF8bkQm++NZjoImIEMMWDv4m9cw7mbQ70AbP3p8hl4udBR+sf+RaAFSA+gBmZlBZJd+vCghJMUuojW+zCx8JcmuQPOwjdxVzYkZy5D8Tx1QNY4watj593VhHrsqHOxr/6z7/7s88++8t6Qiabn/31n4qf/kAe948AsBLEDjA7iBLZeuE2+V36gLkjW+yuW1vMZQdxv2GnNzAZNsRFnm80JPqT1hzMdVotwDbeXvfwNIrMTbUDYBOLG2D+pKUBmDfUawPWYRc+FibAJDCUgJkTxA/fbPxKebuKaOsrZ6rG6N92EiyZ+acBsKg7AJZffrb7he0WYN7wrglYp13jsTCXQQcWdDEOI92D+WURv1syp5iShDQ582+c7NiL6O3JAGBd7gBYfnmcNArbIWDe/qEmYBG78LEwl2HFIehi6sYdtU3d38/U3MlhdrRr4OpN7OrOZK86EZwGwCLuAFh+XYbyxnoBYBftPmqrnf9YmMvGdoygizHdjq4iBoWQ1l5EU5JQxYnPZNVCNG78uW6oIz/8zGvI0wBY3B0Ay68mKXU34wN2FjykogOwTrv6sTCaKX+NOehi6oaYugWV8qBbSs9AANbpDoDlVxMUf1O5BSXcn9cNWJddeHZg1eiJ/tt/sT1RZw39hy6VEjMQgHW6A2D5ZX7P7cJ2DUpz/5CPSp+dUb1Q7S1Qjc8kADZ9mAAsv2oMGoVtB0qLr6Avitv5j4W5bLyoBIB1280cJgDLL/uLbhW2HSit7Rdd2/067ILHwlwGe+YBWMRu5jABWH551ISF7XrBuLE/rzGbitk1HgvTeB7G+EwCYNOHCcDyq874oOrwmSw3tPbn/cw/ou1++9v/99/Fod/5v7+1+vfF75uf/kUa/Q/3sTkHgMXtZg4TgOVXepdiARsrABa3mzlMAJZfAKzPLjVzU+1mDhOA5RcA67NLzdxUu5nDBGD5BcD67FIzN9Vu5jABWH4BsD671MxNtZs5TACWXwCszy41c1PtZg4TgOUXAOuzS83cVLuZwwRg+QXA+uxSMzfVbuYwAVh+AbA+u9TMTbWbOUwAll8ArM8uNXNT7WYOE4DlFwDrs0vN3FS7mcMEYPkFwPrsUjM31W7mMAFYfgGwPrvUzE21mzlMAJZfAKzPLjVzU+1mDhOA5RcA67NLzdxUu5nDBGD5BcD67FIzN9Vu5jABWH4BsD671MxNtZs5TACWXwCszy41c1PtZg4TgOUXAOuzS83cVLuZwwRg+QXA+uxSMzfVbuYwAVh+AbA+u9TMTbWbOUwAll8ArM8uNXNT7WYOE4DlFwDrs0vN3FS7mcMEYPkFwPrsUjM31W7mMAFYfgGwPrvUzE21mzlMAJZfAKzPLjVzU+1mDhOATag3T5bL5aPWxwCszy41c1PtZg4TgE2n1w+XUj/9TeNzANZnl5q5qXYzhwnAJpPov+4qypp9GADrs0vN3FS7mcMEYJPpSvddrx/+5NfhAQDWZ5eaual2M4cJwCbTqe663j1bfhEeAGB9dqmZm2o3c5gAbCq9e/bp1+qH8+YYEYD12aVmbqrdzGECsKn05okZGp7LqZjSj7TsGeO/Wm03HrBEd5/tFGai3fjM3exkN3OY5Wt2wK5igEFQgSIEzOhyi7afMandzO4Q5kwJSCUARusOYc6UgFQinIMZZfpqkbkc7AAYnyrixF8tMpeDHQCbcR1MrX/F18Em/mqRuRzsABifnRwTf7XIXA52AIzPXsSJv1pkLgc7ADbfbvqrZf9u+om/WmQuBzsAxud+sIm/WmQuBzsAxueO5om/WmQuBzsABsBo3SFM6vzLLABG6w5hUudfZgEwWncIkzr/MguA0bpDmNT5l1kAjNYdwqTOv8wCYLTuECZ1/mUWAKN1hzCp8y+zABitO4RJnX+ZRQ/YNqU+VCDRbmZ3CLNwATBadwizcAEwWncIs3ABMFp3CLNwATBadwizcAEwWncIs3ABMFp3CLNw8QcMgvZYAAyCMgqAQVBGATAIyigABkEZBcAgKKMAGARlFACDoIziCJh6QqmSedPR64dLpy/67Nxz7723JW0x6rz8ECtnLDydLz21n63a/Y/z3uOkP2w+tT9ia56NLBqP3OdbTPUbAcZYKL175v+D3K9piKnxUP9q+38r5Yo3YCbJkwFzV+rNieblh1k542TA7PVNHnc9V7zb8pFpmjdCjQBssEUQVutbGPCnpwlY/7+tXPEEzMs8+V2+fjjo22kBJuzNK12ab/0L1Lj8QCtnbJ0O6xXqs+z1JTgKmfPeLJSnqcQ+1afL9t2Bnh1ggy30L9+SHH4Lp0P+8ljAjE3HWz/eD7EGTOZc8DUNtrNfr/ng9UP7p7tLjcsPtGqePRowa3rqsNJvoImoPk3/Ut48+fTvTFcyGLDhFgFG58q1+zW13/HWoQZgm6thI8vixBww/V2mAubeB92fEo3LD7RyxsmANf4KbHqR9k4TcT1S1v9kPhsM2HCLIBRB5tf+r+l0QG/UBGzYb6c8MQdMv9J55x6sX7EebJB2AEz/UQ/eqRtP3dYReaFzO8gcCthgi/a7tHfswQAYH/nfhfqGdpiDDZtGNedgQ6yccSpgV8pNmK1XsVlYO6nlhcynIwAbatEBkTcHG/B1tIeI72eVgz9g4ueBtahoFXHLgKZ5+WFWfoCtsPuCXAbe9PCrfbWWWXPwqNzV5AwIcoxF25/3axr+h8QBdvW+FurLBsxlxdAyfV3zGlWmb4XdF2RY7A6txgImepO74wAbaNFYSJR0oEyfoj0BLG2IaHS6hZXuy2+z8gNs+9wW5LldkhrYg7171g2YMh8F2DALF5YPWP3nZ/gcbASTRYo7YGroviNgW+rf0cv3WznjtDnYucm5neZgxmIUYMMsQn/nAWCD5lPNOdj7Ku6Ajasiur/yKqO8dm9KhJcfauV7aoXdF6Q5y64zDawi+lU9VX60FxIm4wAbZBFWERuADfmXAjAt5oCJTmT4Opj3V1eh4bV7rxAeHGrlzkkEzPaP49fBwmmU+IPwj+MAG2IRhjIGMBOo/h8AYw5YYw/BFp27Hkf3BOduEtVe1fHUuPxAK2ecWqY/d1uf6isM2slxpeZv7kJXy/+6beWuUTocYBHs5NAr2wOHiIbMq1HfXLliDZjdnTr0axJTamUpEsJV6U0Oj9gqNdDKGacCZvc8uk1/571VFRuWPb2+0OnWakyzNr/dwlsOVJt+/XFEf8ld/7PMzn0AxhOwZVgQ9re7935hV/YsQ8awIlbz8qNKXzvtRdSJmrqb3l7I/l3ZFuQYC6nT8Jc+tORuvgQzUARg/NTIpBGA2aTw6wFhu0vtyw+xcsbJgNWjsOBGr22BuvvBvIH0SMC2W9gAvd/D4L876sS75kcABkFQNgEwCMooAAZBGQXAICijABgEZRQAg6CMAmAQlFEADIIyCoBBUEYBMAjKKAAGQRkFwCAoowAYBGUUAIOgjAJgEJRRAAyCMgqAZdH1g4XUMXUcELUAWAZVC6dUxKqbzycNCSISAJte64Wno6RLrBYArAwBsMm1dj2XHCh++GXKNQBYKQJgU+vV4WJxYBsCtiRSAFgpAmBTa+XxJVtJXRgAK0UAbGKJYaGP1KtDQ9vbp3LkaLARJ5m52Xpx4xvTXrsp29pO34TRsewRF79Qp0mtfHwh9gJgE6tadBKwDooeHYD9mS7sq6YP2C/Uh//ngalHXj9A7X+vBMAm1rqzcLheWJAUHx2AqQOym1MHzBBRtkV/+PYfXMdVua4M2gsBsIm17lr7EgDpwaEgxg0Jzek+ePK4OtEDTF/NgoUR4p4JgE2sTsDWbl4mZlRHnYCZ2dlKg1QDZjosMzTECHHfBMAmVidgKzewE4QcdAJ24Lc9wGw1UXddGCHumwDYxKo65mAeJ/rHziqi1/YAsyNCjRZGiPsmADaxxBgwWMJaHQecaHQSAFODQ4wQ904AbGI11sHU7GqKHkx1XhXWn/dNAGxqrYOFMF21j8/BVoMBk2PEVeLeYYhMAGxqBXsRK7dyfOw+OPKKGpGyfRdg4pz/9SBt6zBEJwA2ucLd9La6HqyDuTFjtRgMmPjsx4cYIe6bANj0WrXvB/N2ctjdhpKV9SICmFk4CwCrku8ug+gEwDLIu+PyuPmRRkRv/RWU/aobMHVP9EEIWKN8Au2FAFgWVa3bmTVSNS5mIBmpIqoLqPJjcOsLRoh7JwC2P1pjhLh/AmB7o7dPMULcPwGwvdEr1BD3UABsXyTvbqaOARotALYfWi8SH58D0QqA7YdSH08FEQuAQVBGATAIyigABkEZBcAgKKMAGARlFACDoIwCYBCUUQAMgjIKgEFQRgEwCMooAAZBGQXAICijABgEZRQAg6CM+v9qu2OFxoMgOQAAAABJRU5ErkJggg==" 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" width="432" /></p>
389   -<p>Como se puede observar, en la parte de certificaciones destaca de largo <em>Japón</em> sobre los demás, que a su vez se encuentra bastante bajo en la lista de ataques. Y, de un modo totalmente contrario, en los ataques destaca <em>Estados Unidos</em> por mucho, mientras que este mismo está muy bajo en certificaciones.</p>
390   -<p>El estudio continuará en profundidad con el top 3 de paises en número de certificaciones y en número de ataques recibidos, aunque algunos de ellos coincidan.</p>
391   -<p><img 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" 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" width="432" /></p>
392   -<p>La pendiente de la tendencia en los ataques para <em>US</em> es -59.8 mientras que la pendiente de las certificaciones es 210.3.</p>
393   -<p><img 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" 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" width="432" /></p>
394   -<p>La pendiente de los ataques para <em>GB</em> es -11.8 mientras que la pendiente de las certificaciones es 320.4.</p>
395   -<p><img 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" width="432" /></p>
396   -<p>La pendiente de los ataques para <em>IN</em> es -8.7 mientras que la pendiente de las certificaciones es 268.3.</p>
397   -<p><img 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" 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" width="432" /></p>
398   -<p>La pendiente de los ataques para <em>JP</em> es -7.4 mientras que la pendiente de las certificaciones es 262.4.</p>
  478 +<p>Como se puede observar, en la parte de certificaciones destaca <em>Japón</em> sobre los demás paises, que a su vez se encuentra bastante bajo en la lista de ataques. Y, de un modo totalmente contrario, en los ataques destaca <em>Estados Unidos</em>, mientras que este mismo está muy bajo en certificaciones. El estudio continuará en profundidad con el top 3 de paises en número de certificaciones y en número de ataques recibidos, aunque algunos de ellos coincidan. A la izquierda se representará la evolucion de la ISO 27001 y a la derecha la de los ciberataques.</p>
  479 +<p><img src="data:image/png;base64,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" 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" 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" 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5hsnwKw2eZcBiwuYQCMkEv7N48x0T7lZPnFdjVMZh1gsUsYACPk0rnJQSwxYF98Ean95TUkbKEEEQCLShgAI+TSuyO8jEn2aXiW28WrUJ+whbZcbh4AxpdSLsP7QhET7NTgLLfNVx+wpQIEwDSllMvYvYFlTK5XjwZYj7ClhqQAFpMwAEbIZeKBIMYAGFfSgMUtYQCMkMvkQwGIifXqsQFbLD8kwCISBsAIucw9SmZMqlePDphA8wAwrpRymX+cihgA4wmAjYbtaNeAXYmMCXXroQFbnt3RAItHGAAj5EI5ioCYTLceHDCR5gFgTCnlQjtuuYyJ9OtawJ6XO5D+Vt/8+Yv/9luMrvn///C32dul3nSsOXmAEUoPEbBohAEwQi7kQ5cQSw/Ym2aTnxvHsQB70wOnfzvXH7W1F527O4AJNQ8A40kpl4CD58uYRL+uAuyNt422AisSYG96lal/+7GoaY21H/37Adho2I6OA9h1njGBjl0D2B9NeXhX/xUHsOe9qV//duXkiy9+qR7rPNQCRpnZUQGLRRgAI+QS+owZxNZ37BrA3lRDuFBeL0qyYgD2rnvaN7hd6XntxHNZyAdMrHkAGEtKuTCeNMlYYsDaUf1zNYwjAFbMS3/0Xrp/2+l5e1oYA7BIhAEwQi6sp00gtrpj1wE2oKkF7E17YlaM9n8u52zegkPncadmXWJkccJ74t86bPdv9831XDaAkaCgNg8A40gpF+4zRxlb27NrAKtPcx79u6rR/K6m5J/Lu3PA3vhrIe3jHS5IgP2vIoIHVP+20zv3Wm9qD04eYILNA8A4UsplxZNHEFvZtatWEZ8PGHGAvWtXGF7UB/6tfLg6uh79P3efTQKsFGGZvsd4LS3A4hAGwAi5rHr6sIwlBKxdCq+HtwOsv8LQLOX9XC6a589zT3jXW0SnigBY7a4XvwaMhgS5eQAYQ0q5rI3QQ2xd167cydGUCVcnKsBabPJBXjzwvJlLlmsP79qp5RgZBBEAe95Y60xjW8BEmydSCQNghFzWx+iVsTVdu34v4h8+YRVg3sJdtZj3vFviPByYy47LgNVFs3+i6AAjAkFvHgAWLqVcRMLMbvHQtDO62fddPRerePEW7qo/nzcnQiV7bXHpFhjBc7B3zbnXu+5ZWAOYcPMAsHAp5SIUaG6Lh6Kdid30P1fDuAasV6GeN7S8YwFWP6E5n1oE7Gd/FuoXST3AYhAGwAi5yMUSYGwFYN0ruM87gC1VsPETL0HABhZqVYBRcQhoHgAWLKVcJKOtRmwFYO96DLSAjZyDtYCV52Br93sQAJutYFQaAJimlHIRDriOsRWA/eFP7xxtzSrii+aYahXR39PhFutLMVkLOwfzH1MELAJhAIyQi3jINYit3Oxb4/G8uXI8dR2sIq65DuYe/2N+LWNSi4AVF8Hqa9mdS2ElYGQYQpoHgIVKKReNqGzG1gDmfeSqHsXDnRxlHXnulvHrfUvv3PHvBtsRiZoGrK6e7RW6kY+rkFkIA0yfMABGyEUl7DXjIbZuFfF5j6/pvYj/4x/82+3jzJOxZcAmtjuWgNFRCGoeABYopVxUwhbdyylja5fp33SX93q76euxXZx5vekuyb/pLgsGigBY/RK97cgVYNRsAZimlHJRCXutNiUGIxbnW6We93bcJpQqYOqEATBCLiphr/WwCSxjRwQsAISw5gFgYVLKRSVsobp/Qxg7JmDkbEMB0yYMgBFyUQlbqulfOmIAbFaBzQPAgqSUi0rYSl7/Ehk7IGAhdQaAhenj6xv31/uXp9Ppm1/ru/MbrwZHK+WiErZSp4NJiB0SMHq2wYApE2YdsNvTTf1HpZKqErbT6dvfe0cr5aIS1qnXwcuMhdvZ9pfThxWw4OY5OGA5VhVgDxVat6evfyrr101JWb+GKeWiErbWoIMXEDsYYF+EFTAGYLqEmQasLFQVYLcOprKiPVS16/3LesZYSykXlbC1Rjp4towx7HyxXcTCLoJxmufAgN3ldD1UgH16W1Sux4Ktm4a2T29P33efoZSLSthGoz08jRjHzheb1TW0xgCwAMByqB7qczCn4nZD211/jqiUi0rYVuNdPFXG1O0EKlHzTIkBmCphlgGrgfJUFq2Pr93U8K558KtK7JdJq6nm6TEW1ZMdZcoXebTjx5AYYHfF2VcD2MNeAJtsHyCWN446YNsnTAqwB7eIOADMSakaq4T1NTdL6U8VjzZFDJzBMeyozhE3NUWs+NohYPN93C9j+nZCBMBmtSXA7iq+xs7Btg7Y0tdpU7Z4JJL6VYwIgCkSth3APr2tN0rtbRWx0HIfW2Us/mXCWXHsALCKr2Zn1G11/Wsn18EqETp59vpzMmnvJANg42GFAfP52tdOjlqkXjaIWNStmsviAaZH2FYAu/N39u5qL2IjWiebK2M7AEyzhG0EsPLjKadmC/3DaTe76VuRvxvaFmLKn+aJBJgaYRsB7OHUAWw/nwfzFfD7PIYYi/dxOZJ4do4LWJiUclEJO6Kgn3C0whgAmxUAI+SiEnZMYb+RagMx3a8siQaYFmEAjJCLStgxUbq5Y8cAY1G+E4guph0AdgjAKP3cs5McMdVvtYsImBJhAIyQi0rYcS3389BOWsYifG1kiLh2ANgxAFs+DRu1k5AxADYrE4Dd5wWa9aNTewRsqaMn7CRDTK95WNM2PmA6hCUG7L4Aq+Ary54BsFJLHT1tJw1jmoAxnsS2s0vAzgVXf/1QAvYZ94dxdgbYUk/P2XmagLH9AKZCWFLAitL15PHPv2df/vbhu/wvAFaKD9g1QRlTax7eiOfb2SFg5/LU65JV88QvV/6O/X4Am+3pZTtxGVMEjPMsANYqnxu+KDH7/JfHvI59/svoUccDbL6rKXZiIqbVPMwp2xrANAhLCdiH74rzLjc5BGCe1gJ2jciYHmCsp62ws1PA7qsFRADmaa6r6XbiMLYnwBQISz9FvFTrh2ecg3ma6eoQOzEQU2oe7mhfY2dvgJVQ5TPEgqyLyIUwpVxUws5ruq8D7agzpgYY73kAzFN1hTknK6cM18G6kgJM/eLYrgCTJywpYNUl5vzcq/hDYq+UUi4qYRc02dccO5qI6TQPe6yvsrM3wMorYeWp11lghWNfgE12NtOOGmNagDGfuBIwccJMbPYVk1IuKmEXNdHZbDtKiO0JMIUSBsAIuaiEXZYwYFcdxlSah19KAFirD//Hv/XXv+M6WFfjvb3SjjhjSoBxn7kWMGnC0l5o9lbm7zNcaO5rtLdX2xFGTKN5VozzlXZ2BlizdFis0wOwgca6W8KOJGM6gLGfCsBatYvzl0zmM81KuaiEJUkJMEnE9gaYMGHJr4O9KLYhlp8LE5BSLiphSRrpbjE7QowpNM+aUb7Wzq4AKwj77MdzJjI93CVgI/0taUeCMRXA+M9dD5gsYYmX6d3XBYh8480uARsONlk76xHbGWDSJSz1dbCCMJHZ4V4BG5yGidtZyZh886wqIgBsSJjQ/HCvgPU6XMHO0zWMaQC24skCgIkSlgawYlV+ICzTj6vX4Tp2+IiJ+1k3wtfbAWAHA6zX42p2mIwpALbm2RKASRIGwAi5qIQNUBzAmIjtDjDZEpb8HExUSrmohA1Qp8d17YQzJu1nZQEBYAAsXH6Xq9sJZEwesFVPFwFMkDAARshFJWyQvC6PYCcIsf0BJlrCEgPmNtTfi/z0w44Bu0YF7BrCmLCfteVDBjA5wtICdu+uMt+LbZbaq7JYk4BGvYtjsV42fqIjMmEiRBN+i12+5VdyXIS2Iyq9WaiEDVTzphrRDqmMyfpZXTxE7Oylgp2bL0MsdkzhexFnlQCwK4UxacBWBhACTIywxJ8Ha6HCN/suqO7z2HaWENsjYIIlLO0nmr0vG8V30y/JdXoCO7OMifpZXzqkAJMiDIARclEJG66q09PYmWZMGLC1EYTs7AIw9/tglfADfMtKCNg0YgBsVokXOZqqlcOGn5BdUtnrCe2MMibpR2BmJgaYEGFJASuW6asado8vvaGo6PWkdkYQkwVsdQgpO7sArFinbyTxuWalXFTCslQ1VVILfcYA2KwSb5U6i/K1f8AsENZnTK55JDKTA0ymlZNv9q0QE1jgOARg9dtRah9P+3VMRBJ5ifXWXgATlVIuKmE5aifUqZ1o/JCESFqCgIk0MgAj5KISliNLgMmXMZGs5Hprb4B9+BdcaF6SLcCuwmUMgIWEpQHmLyNiJ8eizAF2FWRMJitJwGz56YWlAOa+1xeAkWWPr+vgk2PcQOYqxvYBu3S+VQoXmgmyCJjQ2ZhBwCwtuvTDEgArf/rh8b64BPbhO5EvDVDKRSUsUyVe1gC7CjBmcNVu64BVVH34rpgb/vWDt7MegM2osGOphDXNsxIxg9edtg9YAZVD6x6bfWkq7RgizG+eFYxZ3DlhaWfJICwZsMdzefb14Tt8XIWkyo5NwK78RUWTe//2AdilPP2qZooAbFEOMDOEDZqHV8aMAmbl4zPDsATA3HdyXMqdiPhEM1HOjhnCxponHDGjn7/aNmDFMv2T8lNhzwrYMEUkqbZjhbDx5gktY0Y/QbxxwIofWfn8l/pyMxY5SGrsmAbsGsiYWcBsfAnPSFgKYMUHmfO6dS+1keNggNkgbKZ56IjJXTsX7q2NA5bPDIu6VVQykU+EKeWiEpar1o4Nwuabh8iY2e8hXE2+nd30ElLKRSUsV54dE4QtNQ8FMcHNX9K9BcAODJiJ0zBC8ywyZvi74LcMWOfS1wWriDR1ADNAGK155hEzDVj6n1MaDRsK2BkfV6GpY8cAYdTmmSljkh8PEO+tbQI29ivoAIykrp3tAHadLmOmf1FyJf2pKthlCBiug5HUAyw5YUHNM17GTAO20l0qwIYlTGKdXikXlbBc9ewkJyy0eYaMiX6AFID5kEn/bqxSLiphuerbSU1YePP0ERPNQAOwNf4AGCEXlbBcDexsDrCr1heXsu3Ma7OAyUspF5WwXA0BS0sYs3m0EANgrXAdjKOhnbSE8ZtHhTEVwFY0sBnAcB2MqBE7SQlb1TzyiGn01gYBI18H+/j6pvnrdDq9GrtxeMCSnoatbB7pMqYDGL+BrV8Huz05wN6/PBX69vfBDQCWtIStbZ4sE0VMpbc2CBjxOtjtyQGWl6ybEqxX/RsA7JqUsJXNU1YHwTIGwHzIFk67ykJVAfZQlav3L7/5tXcDgBXaMGDV/1KIKQHGbl/LgN3ldD04wG6ravXp7en73g0AVihdCRMCTKqM6fTWNgHr6K8fBrTdff3TowPs09v87wq6V90bAKxSMsLWNU+3NggwpgUYt3mNAHaZWkV0gH187WaDd/ntzo1KX1Vaepk9K4t1NV9Ufdc9xNKYGpHx1p135xY8SIA9+IA9ADBPtofAuLKRgWuSsQ0D5n6Db+K3H4iAOSlVY5WwXE3aSTRJXNU8457XzBSVeos9R0w8Rbx3a/STv10EwPqatpOGMAXArisY0+qtLQLW/MDlzE+DEc/BAFihJIStaZ7ZusBDTA8wXuOmA8zt5fjsP34gAIZVxEZzdrYH2OzDnDKm1lvbAqzeyPGi+QmIecAeb6tLXvV1MO8GAGuVooQpAnZllDEA1vJVcUUDDDs5as3aSUDYiuYhTbsCy5giYKy2TQVYu2hIAwx7EWvN29kYYLTjQhjT661tAdZu76UBlv/hbaDv3ABgnuKXMH7zBNQEOmKagHHaNtUix7lZPyQChs+DOS3YiU7YGsBCjiYypthbmwKsWedYWEUMk1IuKmG5WrITm7BYgBERA2CeFi8zA7ChFu1sBTDOlGuZMVXAGE2beCdHfa1ZCDGlXFTCcrUMWFzCVgDGetoCYpq9tUHAHsufaJ7ZiwjA+lq2E5ew2IAtlDFdwMItpwfssV7xwLdKkUSwE5UwbvOs+jK0acRUe2urgNU/hw7ACKLY2QZgq152qowBsCldABhJJMAiEpYIsOsEY8qABZu2A5iElHJRCcsVyU5EwpjNI/KTKiOI6fYWAFPJRSUsVzQ7GwBM5uX7jAEwALZORMCiEcZrHsHfBOshpgxYqG0ARshFJSxXRDvRCOMCJumBssVDRgBMIxeVsFxR7cQizAJg12iMBZcwAEbIRSUsV2Q7lgET/dVYp9nrz2ICYAq5qITlig5YHMKYgIn7KBQBMQCmkItKWK7oduIQZgmwCGUstPYCMEIuKmG5CrAThTBO82jMEJ36X1wq/gIATD4XlbBchdixC5i8D6fSjiZjgW8OAIyQi0pYroIAi0AYo3kUC1hjR48xACaei0pYroLsRCCMBZiCD6fWjhZiAEw8F5WwXIXZOTBgVyXGwuik6bUAABF7SURBVOovACPkohKWq0DA1AkLbx7NGWLfjgZiAEw6F5WwXAXaUSeMA5iGD6ehHXHGgt4gABghF5WwXIXa0SbMPGBXccYAmHAuKmG5CrZjDTDVGeKUHVHEAJhwLiphuWIMaBUftYz5mbYjx1jIWwQAI+SiEpYrY1MyxpQ1mZ2nUowBMNlcVMJyZWxZ3No54YIdGcQC3iQAGCEXlbBcsbYmydtotC3ArjKMATDRXFTCcmVs71/4ZYPUgEkgBsBEc1EJy5Wtj4eYuy5HtLOSMfrbBAAj5KISlivmR/SlbTTaJmDXlYwBMMlcVMJyZeQ7MBqFbt0yA9gqxACYZC4qYbli2lEb2Mb2RgY2D5cx8hsFACPkohKWK64draG9bcDYF8cAmGAuKmG5YtuxAJj6DJHVPBzEqJkAMEIuKmG54gOmM7aNfQCU2TzhjAEwuVxUwnLFt6MzusO+wsAqYOGIHRIwaFZZ6n5IbmBeXcYWDs4sJYMKJqc1djTqh7Ev4VnZWwF1jJbMviqYUi4qYblaBZjCAA/wE2GGuL63yIjRsgFghFxUwnK1yo7CCA8CTPzVB5LoLSJjAEwqF5WwXK2zA8BIIiEGwKRyUQnL1UrAxMc43U+MGaJcby0zRsoHgBFyUQnL1Uo74oM8BDDhlx6TZG8tMQbAhHJRCcvVWjvSw5zsJ0oBE+6tecQoGQEwQi4qYblabScdYLIvPC7x3ppjDIDJ5KISlqv1gMkO9L0DNrcdGIDJ5KISlqv1dmRHOtVPnBmiUm9NIEbICYARclEJy5WAHdGhTgdM8EWnpdZbo4wBMJFcVMJyJWEHgHE0gthyCQNghFxUwnIlApjgYCf6iTRDVO6tAWMATCIXlbBcidgRHO1kwMRecVbqvdVlDIBJ5KISlisZO7EBi1XAYvRWD7EkfgCYmoQAExvvVMCkXm9BcXpraY+Huh8ApiYhO2Ij/pCA0b8rB4ARclEJy5WUHakhT/ITbYYYs7dIiAEwQi4qYbkSsxMXMJkXW1bc3lpmDIARclEJy5UcYDKD/tCALSMGwAi5qITlSs6OzKin+Ik3Q0zQW9ksYwCMkItKWK4E7YgMexpgAi9EUwLAsrk6BsAIuaiE5UrSDgATUFWepxADYIRcVMJyJQqYwMAn+Ik4Q0zRW3V2o4wBMEIuKmG5ErUjMPJJgK1+FbKSAFbnN4IYACPkohKWK1k7MQCLWcCS9JafX58xAEbIRSUsV8KArR77FMDWvkaAUgN27TMGwJZzUQnLlbCd1aMfgA1LNGWLxzoBMDVJ21k7/Bf9RJ0hpumtkQwBWEAuKmG5ErejD9i6FwhTIsBGcsQUkZyLSliu5AFbBwAAu07mCMBouaiE5UrezjoClvzEnSHaAiwXACPkohKWKwU7qxBYBmxF8HClAmwqSyzTE3JRCcuVhh1FwCIXsFS9BcDW5KISlisVwFZAsAgYPzRHyQCbyBOAEXJRCcuVip0VGACwUgBsRS4qYbnSsaMFWOwZIgADYCulBBibgyXAuHGZSgfYeKYAjJCLSliulOywSQBglTYP2MfXp9Ppxr/xCoAJiovCrJ/oM8SUgI2muhnAHk6lvvm1uPH+ZXnj298BmJx0AOMF5Stdb20bsLxk3dT/uv9yyvo1TCkXlbBc6QHGg2HOT/wCBsCYeqjK1fuXRQnr3ABgUuLRMA8Y1wtbKQEby3Y7gJWnXx9ff/3T4+NtVbo+vT19D8AExeIBgNXaNGDvX7ZF69PbgrJcd/05olIuKmG50rQjDFiCGWJawEbS3QpgebWqzsFeFf+6qeFds6r4VaXVL3NwZbLXU4TDmVe6fAVeOCfs5JbmG8AeAJiwZIcIAIv2yutDuJX5Aq0RwJyUqrFKWK507YTP6ab9pJghJu2tsYS3MkV8OJULGrcFYQBMT+FMzAG2zgtLSXtru4A1C4bFAuLIORgAk1IwFQCs1XYB84rWt79jFVFToVhM+kkyQ0wN2CDlLQKWl7GynOE6mIrkAFtthaG0vbVZwHKWqmJ1W8wKsZNDU4FgTPlJU8CSA9ZPeiOA5bPBkrDbUzE7xF5EVYWRMQ2YhJdgJe6tzQKWo1WpnBS6rfXYTa+jIDYAmK/tAlZdCKvnhPg8mKoEAEs0Q0zdW4O0twMYRUq5qITlKgpgAXBMAibkJVCpewuAMXJRCctVFDsBeACwjvolDIARclEJy1UcO2sBSzVDTN9bACw8F5WwXEUCjMzHFGByXoKUvLcAWHguKmG5imSHTMion2QFLH1v9VIHYIRcVMJyFcsOFZEJwES9BCh9bwGw4FxUwnIVzQ4A46lbwgAYIReVsFzFA4wGyZifdDNEC70FwEJzUQnLVTw7NErGAZP2QpaB3gJgobmohOUqoh0SJwCsr079BmCEXFTCchXTDhOwhDNEE70FwAJzUQnLVVTACKCMAqbghSgLveW/wQAwQi4qYbmKaoeAytBPygJmo7cAWFguKmG5imuHB5iKFZpM9BYAC8tFJSxXkQFbhAWADeXVcABGyEUlLFeR7SzSMvCTdIZopLcAWFAuKmG5im1nCZcRwNS8EGSjtwBYUC4qYbmKbgeAhaut4gCMkItKWK7iAzYPTN9P2hmild4CYCG5qITlKr6deWKGgGl6WZSR3mreZgAYIReVsFwlsDPLDAAbFQALyEUlLFcp7AQAlniGaKa3AFhALiphuUoC2Aw0A8CUvSzISm/VbzQAjJCLSliuktiZwabrJ3UBs9NbAIyei0pYrtLYoQOmbmVeZnrLvdUAMEIuKmG5SgTYJDgAbEIAjJyLSliuEtmZJKfjJ/kM0VBvATByLiphuUplZwqdHmBRvMzITm9VbzYAjJCLSliuktkBYIECYNRcVMJylQ6wcXh8P+lniJZ6q2wNAEbIRSUsV+nsjNPTBSyWl0lZ6i0ARsxFJSxXCe2M8uP5MVDATPUWACPmohKWq5R2FgGLZ2VKlnqreMMBYIRcVMJylRSwEYIA2LQAGC0XlbBcJbUzglDrx8IM0VZv5S0CwAi5qITlKq2decCiWhmXrd4CYKRcVMJylRiwAUQAbEZ7AwxSVzbZl9n0Q4dVlsVpFVQwOaW2069TjR8TBSx583RVAqbRLgBMTcntTABmYonDQPP4yjItwgCYmpLbmfiVbxt8pW8eT1mmRhgAU1N6O+M/QgzABgJgxFxUwnJlwM7YTzgamSFaaJ5GAIyYi0pYrizYGQUsjZW+LDRPLQBGzEUlLFcW7Iz8hCMAGxEWOWi5qITlyoSdwQ9gWZkh2mieRlimJ+WiEpYrG3aGgCWz0pWN5mmkxBcA05MNO/3f5wFgE9rXVimlXFTCcmXETvfnQ8zMEK00TyMARshFJSxXVux0vnzdDF9mmqcWACPkohKWKzN2PMDsFDA7zeMEwAi5qITlyowd78vX7fBlp3mcABghF5WwXNmx0351LQCbFAAj5KISlitDdupv1jQ0Q7TUPKUAGCEXlbBcWbLTAJbaSCtLzVMIgBFyUQnLlSU77ov/ANi0ABghF5WwXJmyo7fZjitTzXMFYKRcVMJyZcuONb6MNQ8AI+WiEpYrU3ZQwZYEwAi5qITlypIdxQ88cWWpeQoBMEIuKmG5smQHgC0KgBFyUQnLlSU7AGxRAIyQi0pYrizZAWCLAmCEXFTCcmXKjjm+bDXPFYCRclEJy5UtO9b4MtY8AIyUi0pYrozZMcaXteYBYJRcVMJyZcyONT/G7AAwSi4qYbkyZseaH2N2ABglF5WwXBmzY82PMTsAjJKLSliujNmx5seYHQBGyUUlLFfG7FjzY8wOAKPkohKWK2N2rPkxZgeAUXJRCcuVMTvW/BizA8AouaiE5cqYHWt+jNkBYJRcVMJyZcyONT/G7AAwSi4qYbkyZseaH2N2ABglF5WwXBmzY82PMTsAjJKLSliujNmx5seYHQBGyUUlLFfG7FjzY8wOAKPkohKWK2N2rPkxZmdngKnoq69SO+jImB1rfozZieQHgMnJmB1rfozZAWDLMtZlxuxY82PMDgBblrEuM2bHmh9jdgDYsox1mTE71vwYswPAlmWsy4zZsebHmB0AtixjXWbMjjU/xuwAMAjavgAYBCkKgEGQogAYBCkKgEGQogAYBCkKgEGQogAYBClqI4C9f3k6nb75tbrx8XV+41X74MfXN2OHGbHzavDsZH6qQ7/93Yad8oEo/UVtntvCzveyr70NwG6rrqjapWyu06kdJ7enm5HD0tu5izWAiH4KfXp7UgeMaMc9ot8+RD818DfjUZjaBGAPVePcnr7+qWyHm7Kdaoxu6zbpHJbeTn7f9/XjFvyUujupA0a186DeMEF+8ree4r474dGzCcBuXXOUbzYP1Qh5/7J65yvfkW6Gh5mxUz+S3E99Uxswqp3bKLNnsh/3SE6Y6OjZAmCf3ro3lfI9z7VX/oZTzJbzd+Qb91bYPSy5nVofXysDFuAnv/fftM/BqHaa45RFHj3SZ1+VtgBYo6Itmva6qyp6fqsPVLy5B8VOjFUFqp/8TdyMnY+vv/1/L6MsSZH8aL0Pbgmw8k2maYi2lPdGtNZ7Ec9OdSZmw08xC4oG2JKdeo3DSPMU7ZKfrYmfv28JsLtiltw00cMUYHf662RkO7fyPcb38/F17iUaYEt23NrD+5eRGmjBT94u/1djDXpDgD24ZaAFwB4iDWmKnfxdM9KVMIqf8vwjFmCLdu6a/6O0z5KfB7faIT18tgOYy3wJsLh8EQpqpDnisp+qskcCjNw8kQwt+nmo3wgPuIpYqr4+sXDSI30ZY6Wd6naEEbTsx83F4ozngObRv4xB8tNMVYUbaCOA5XMt1zK9daBCbZe1h5mwUynCkKb4cftKYuyd2GLzNJwLA78NwPwNPrfVjMtbK2y6LMY+ILKd5h79EUTyEw8wYvPEuWoZ7OeIFawDTu9a/GPbRSn4mrFz25z7KI8gop9KcXGfbZ56g4XyKWpwd4kuumwCsM7C+2A3We8s3owdt7qhv+pC9PPoXGk3Umjz2PHz6vGYq4j1Nme3Cfqh/bNScy2+c1hqO80j2u/QZD+l1AEj24n0YYPE3bUFwB5OnSYafKLHu5IRAzCinfoR9apK91NIHbDA5lHf1Ub3U161lOZ9C4BB0GYFwCBIUQAMghQFwCBIUQAMghQFwCBIUQAMghQFwCBIUQAMghQFwCBIUQAMghQFwCBIUQAMghQFwCBIUQAMghQFwCBIUQBskzpn2ZP21l8/ZNmLdGagGQGwTerDdz5Slw5ukCUBsG3qPss+/8X9/eff278hYwJgG1U+SXxW/YUJomUBsI0qnyR+9mP5FyaIlgXAtqp8kvjlb48laeX/kEkBsK2qmBkWk8RzXcncfZnHW7EWktVzyfzBF/npWjmfrA5snwhpCYBtVjksOSH3zblYOVms5KaM5/p2uQaSQ/Wv7sZ95wFIUQBsuypOvnJqmoJ1ccWrvkh2qdgrylhxu6haOZF//e8CzfJAnL3pC4BtVwUx/9jO83JsHC6X8s4crOq2O0trVxsvdeU6o4RpC4BtWOUZlTdBrGnJUXpSrII49vKbxSPuv8caQCiGANiWdfFWNCqqKp27C4vnGjB3731nJQTSFADbsvIS1hQwt2I4WL0oFwwdYDWBbvXj2SAgJC0AtmUtAHbfuemXuHJyiYX6CAJgW1YPsO6SYHWtq1jYOA8Aax/GJitdAbAtywfMX7AvdWnmgKOAuUNwLqYrALZl+YB5WzpK1lrg8trWAaxzMoZ1el0BsC2rA1h9+bg893rhVbRL/xzs4i3go4LpCoBtWR3ACpBKcNzEz+3TKBc/ivtbwOqPa+KDLvoCYFtWF7B2L2K9zd7d+s96g++T9nkZVuqjCIBtWT3A+pvkz26Fvlpg7CxyXPxNwZCeABgEKQqAQZCiABgEKQqAQZCiABgEKQqAQZCiABgEKQqAQZCiABgEKQqAQZCiABgEKQqAQZCiABgEKQqAQZCi/gt4FiEexN0fgQAAAABJRU5ErkJggg==" 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" 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" 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iK4YP2PXL0gGLNbCo1KQRiKwGH6AsbXK7Vg+10PLjTzQBiK0II1/0r0SiuYWZ2HYFIQhiJsmKaAyfRKK9hhB8HkIAxFYMHq/wr1Sr1VSuGTAiBYCrYbpi5gYr0S76YP/zkBECwN2w2zu/JT5pO/XQWCCUEYirCCXaVX6s2+ijNECBaTzYaRrm2ohHFb9REs/McEQLBEbDTM1Xolvg52CL50CMHSsMkwAfRKvciBZXo5CEMRJkwQvSAYs1sKjUpBGIoQYQLpBcGY3VJoVArCUFwfJpheqfciaqLSLYVGpSAMxbVher1Y33muE4ZqFYJpgzAU14VxqlcAvyAYr1sKjUpBGIprwriTQ++vZNYKs9Sqp2DNNz9oXA9T6ZZCo1IQhkIeZnjuFcKvxIL1++lDf/UDBIvKNsIMlzaCFLDUF5p78P1gTBCGQhhmvHIYxK+kgn141Hp1wOciskEYClGYycJ8mAKWeLNvZ1XlGr4fjAfCUAjCzFz3CuNX4jdc9vPCAz6bngnCULDDzF1XDlTAsnk/GL5dhQvCUDDDzG/bCOQXBON1S6FRKQhDwQpD7IoKVcAwReR1S6FRKQhDwQhDbjoM5RcWOXjdUmhUCsJQeIeh9/QGK2BYpud1S6FRwzcrZ5WCLW2ZD+YXLjTzuqXQqNErdN9jU/VA5ZWR4fVnWnxHSrgChq1SvG4pNLoBvyrDVibYhTd8hfMLm3153VJo9P0G/KoM03hlhFz8M13Qa0uCKaLSLYVGN+HXmgS7qFfIGSIE43VLoVEIFprFP9NlvYIWsDSCfXpiPoEDn8lRA8FCs/Rn8tAraAGDYLxuKTQKwUJD/5l89ApbwCAYr1sKjUKw0FB/Jj+9whYwnIPxuqXQKAQLzfyfyVOvwAUMgvG6pdAoBAvN3J/JZ23DEraAQTBetxQanQj2tN599F17+Pabf9H6igz7TP3U/P/+Zo5fk/e7vBvekbdg/nqFLmBp367inHaVu5t+JNirboNfo5iaYG9HT9Q99XfE/S7GxbUIxtErdAHLRrD9eJHjy5ublp9+MzfcmR9f2js/v6h+fn6eOehR6ZZCo0PBer++acTSEuxd/0Q/jp76x9n7JznXIRhLr+AFLJFgowXEuVXEkWC1RRWPzX0fn9U///zH5MBBpVsKjQ4E+7Mat7fd+K9/UhLMlKC6NLWqvGuMfmePJ/cPeDueO+YqGFOv4AUsVQU7TAUjtvt+fPb3f9a6mRp1f2MOKtke12KZmwYHLirdUmh0INirfthWI7we8EqCvesK0ytrcvfU7+rTsMn9Ln9+8y//tQbBuHqFL2CpBJuWMOIUrDHr1FSoe2NTc/DxmSltgwMXlW4pNDoSrD/heWuHsJJgbztB/qxVqny+Xbp/wNNvXr/NXzC+XuELWDbnYBT3tT+VZi/72+5stbI3Dg5cVLql0OhIsIlNvWCv+hMzM8Z/tBO1W+eXnfsb/hy8MXL2O7GtWu+o5cKJeuaJbs/ZCybQS6GA5S5YNQF8Wf/j1Kcvb8w88Wzkez48GKDSLYVGB4K9nZ7wtIK9Gy45VIK9ctdC+vsHi34egv1ZTwnrp5mcWvX3O7wzT5G5YCK9FApY7tfB7ttVjZ//ON3c1GdgvW3mzsGB5XuL+DkjM1xFfDpx5O1g7cE84LZ94Hf13fbR7RrF2+Fvewhmp6XVf9vH/jh3f09V0X6dCubf4Qj0evF+L8kF2wD45P707zPlrClgRrB/2FXE545gJ1ew0zYEs9d6XckawZ62lepVJ9p3zf2mwFS/1/zCu3HBuUDz+Gpy2j31jzP39zytPc1YMKle593mBNtf2Ozbrm2cmgX6k6lhlwRrUCnMCo2Oh2Z//cmOcytYP8wrlcwdT7sB/tSo5ZxCjSvOMn82de1VOzv8czhL/HNc997aXNlOEWWTw5rwE8S0U8Tm8wJowbqVi1N7Jfl+7NT2BDv387pmJBvBnPFcC9X8t3vAK+Heqs6fV+7J3O30/v6G9vp3loJdoZfGGVhawYYXw2bOD7q1d3sx7GxPxi6dgzWodEuhUWJyVRey1+fWF2d50f74tJvI1UP96eBcqx/6F87B+sLoXO3q3Z3OD6v6+bp/1p48BLtGL50ClviTfb96fT6aK8yfnsx+bFtXlRzTfvpty6uILm9tCWsFG1Wop50P7+SCvXUnljNzzLeTNcV3g/b6uWgOgl2n1/YEs1bZxfq/fpn74NG7VppOI1PBqptf2hvtdTDnwEWlWwqNuoINB/TTgWCXKtj8ideiYE+dyeTbvlZ1gj2dTjbzFezhwysFU5khpv/yh0at48xWqU4ro5GtZXWd2u5OjsHpz0CwmXOwXrD6HIy/32Mg5Tt3ivjj9P7+YVkK5uol/DOp+JVesPO+Pvv69GS6V8q5vNzsNTxtfC/iYAWvGfLdKuJt9xi7iuju6RgWID/Xhv707z95111pW1qNzOocbFi9ZH8mnQKWgWCH+vRrbltHPR9sODU76186B/0S/mZ205vF8kaPp92VY+o62G070l/3W4Nn1v0Ixqv57SaS9or1hdX+jAQbTw6FgoUN1ZL+64vsWy3nvh/s5FpTv32lrWibfT9Yf525XUSc2clRT+CeNsv4r5y3b70+935cYjDX61rsT9Um9w+nr/kINj33Ev2ZlApY6mX6B/V3rPxgZMM7mmuc5cB2PZzYi/hvf3OP+/v9JojuOzu7Jp2lkMn9eQo2t7QhEyxgKJeUgpn3rHz9a3u5udTvB5ss079y9Zrspm/nbebMq9t94f6i3z6pYal0HbXPNr0/R8HmVw4lfyatApZ2s++xfhvYUeVjEdcrmB9PJ2/SSkoKwaiFeZFgoUKNSbub/q9fTN0ylSz896uodEuhUQgmg77uJfgzqRWw3N+ucgUq3VJoFIJJWLqsLBEsSKg5IBirWwqNQjA+y7s2+H8mvQKWWLBPT+otiMfwXyALweISU7BLm6IEgl0fiiL1IseD5t/gaxzrEUxmWLGCXd5zyP4zKRawpIJ9eNQsbhxKXkXcxofTxxLssl4Swa4MtURKwfa7dmporoWFniWqdEuh0U0YFulL0H304v+ZNAtYBlulLPtid3KIJ4n5YDqg8soM8dNLINg1oS6RfrOvZW4v4nWodEuhUcM360bxlenx1YsdRrWAQTBetxQalVJWGH+9+IKJQ/mQdorYb247FjxFlFFSGI5e3DC6BSzxIkdXtSrZSt3sK6WgMCy92ILJMvmSepne1rDj/KdKQbAFignD1AuC9bifOxq6gEGwmOiFYevFDKM8Q0y8VWqv5xcEi4lWGIFeXMHYmXik3uy7X/pyMAi2QAFhRHrxwmgXsOSC6aHSLYVGpWw+DG/pUBhG2y8IxuuWQqNSNh5GrBcrjHoBSyPYpydmgX70NbK40Mxj02Gu0IsnGLtxLhCM1S2FRqVsOMxVenHC6BcwCMbrlkKjUjYb5kq9WIKJ2meBczBWtxQalbLRMFfrxQgToYClEWzwRhUIJmOTYQLoxRFM/BT+pJoiQrBr2WCYIHr5h4lRwFIKNvd9DxDMm82FCaQXQ7CrnsWTVIJ9+zsEu46NhQmml3eYKAUs0SLHfjcFq4g8NhUmoF7+gl39RD6kEcy8UQWCXceGwgTVyzdMnAKWapl+xjAIxmMzYQLr5S1YkOe6SNLP5MA52BVsJExwvTzDRCpgEIzXLYVGpWwijIJevoIFe7plsJOD1S2FRqVsIIyKXn5hYhUw7EXkdUuhUSmrD6Okl6dgQZ9xAQjG6pZCo1JWHkZNLwgGwYKw6jCKenmFiTZDxDkYr1sKjUpZcxhNvfwEU3jaeSAYq1sKjUpZbxhdvXzCxCtgEIzXLYVGpaw1jLZeXoIpPfMMuVwHO+Cz6ZmsM4y+Xh5hIhawbATbY5GDyRrDxNDLRzDFJx+TRrDRAiJWEQWsL4zq0iEjTMwClqqCHaaC4dtVeKwtTCy9PATTffohiQSblrDgn56t0i2FRqWsK0w8vS6GiVrAsjkHA1vG1St1ljRr2rpgN70C6wkTs3pdDBO5gCW9DraHYFewljCx9booWJwQLUmniKof3qbSLYVGpawjTHy9LrwykQsYBON1S6FRKWsIk0KvS4JFi2FJOkVU+eI9CJaA2TBp9Fp+ZWIXsLR7EQ/Bry5DsDTMhEml1wXB4sWwpJ0iYieHnLzDpNNr8ZWJXsAgGK9bCo1KyTlMSr2WBYsYwwLBWN1SaFRKvmHS6rX0ysQvYHg/GK9bCo1KyTVMar0WBYsZwwLBWN1SaFRKnmHS6wXBIFgQcgyTg14Lr0yCGWJywfa73Vevz3uFK84q3VJoVEp+YfLQa0mwqDEsaQWr3xb21eu/flG4IKbSLYVGpeQWJhe96FcmRQFLfaHZCmbWE/F+MCZ5hclHrwXB4sawpBTsw6OqcH16Uk0RjWG3EIxFVmEy0ot8ZZIUsPR7EWvBztUkER8ZwCOnMDnpRQsWOYYloWCVVLfnRrDzEReameQTJi+9qFcmTQFLu5PDqNUI9uERBOORS5jc9CIFix3DAsFY3VJoVEoeYfLTi3hlEhWwbKaI+GRfLjmE6fXKIEzHvGDRY1jSLnLUX2JkBPvwCIscTNKHcapX+jAOc2FSFbDUy/TmGlgl2KHezwHBOKQOM5gcpg4zYFaw+DEsGVxotgTfLKXSLYVGpaQNMzr3yv2VSVbActgqpeMXBFNksrSR+yuTzK8cNvtqfG42BFNkZuUw81cmXQFLLpgeKt1SaFRKqjCzC/OZvzLp/IJgvG4pNColTRjiulfer0zCApZQsGN7ZfnTk9Ar9BBMCfKyct6vTEK/kgnm7J//8EhjjQOCBWdh10bWr0zKApZKsPoTpRqrjhpfvwfBgrO0KSrrVyalX6kEM4uH3RvAXNsgmC+RwyzvOcz6lSlQsPqtls7xMfzHIkKwkFza0pvzK5N0hphIsMN4Z9QhfAlT6ZZCo1Iihrm8Yz7nVyapX2kEm75/Ge9oZhMtjM87UjJ+ZdIWsDSCzXwzWPgvWlHplkKjUiKF8XvDV8avTFq/kgk2/ogbfGQAlyhh/PTK+ZVJXMAgGK9bCo1KiRDGV6+cX5nEfiU7B8MU8VrUw/jrlfErk7qAJVpFnH55bPivk1XplkKjUpTDcPTK+JVJ7VciwY7jZfoPj7BMz0Q1DE+vfF+Z5AUskWDVSdigYFVzRnxkABPFMFy98n1lkvuVaqvUYbB1o/Ir/GZElW4pNCpFLQxfr2xfmfQFLJVgRqlWsXorIr5dhYtSGIle2b4y6f1K9naV2jC9L2iGYDJkeuX6ymRQwBK+4VL1I6UgmAihXrm+Mhn4lfQjA45q1QuCSRDrlekrk0MBy/czOb68uWn56bfq+OOz9qeKzy+qg+fnmQMIJuUKvTJ9ZXLwazWC3TU/1yLVst3c/PzH5ACCCblKrzxfmSwKWL6CtXx89vd/ns8nq9bdjTmoStbjWixz0+CgIMHM5DpYY9K1jY6cXplOsMQxLLkLVhUya5b1587YdLLl6uMzU9oGB+UIZk9fw7R1tV5ZvTJtmDwKWPaC3df+fHljKtfZ6PS4s61y7+XooBjB2uXXAE0F0CunV+Z9J1jqGJbMBasmgANvjGCdbfeVW4ODYgTrL3Bc21IQvTJ6ZQwQzJ97U7F66jr1+UUzGzR3Dg4s31vEz7kCesGua6fXK0yujLj2pVkV4r6OC1g9YeycOrmCncoU7BrJNqxXoo9rT4W4s6fh6vupWURcFqxBpTArNCphNwuvjUCTQ0s2r4zBhMlkiSPzKeJo5cL6BcEcwYZHDNGC6pXRK2OoBUsdoiVrwYZr7/fWr4vnYJsXjFLJv6QF1iubV6Ym5BWM68laMLcqVdWsUanwVcRm+CwMokuiBdcrk1fGkpdfeQt210tT+dWdjt3ZiWN7Hcw52L5g/ejxCDMvWni9snhlGmQnpHrkLFhXnYZ+lbyTwxk6jDCuZBp65fDKNEiXfNTIWbDu/Krd0NHdXuhexMG4EYRx9Ao8CFO/Mh0QjMHHZ61V9TtSbrpd86cbZwP94GDLgo2GjSDMSK+AgzGxYJOzTgjmQ38V7HQzEKzE94NNBg07zMzaRrBBGfmVmRMKgkVGpVsKjXoxM2SYYRaXDq8encqvDEOmzPyCYLxuKTTqw9yIYYXxXJkXixb6lbmiOuXlFwTjdUuh0cvMDxhGGP6FL6ZoVw/pK4QKHyYoEIzVLYVGL0GNMO8w11xX9hvqfAsuCHWdINksaRogGKtbCo0uQw83zzBhtm0sGuBjhaZQYyAYBPNkafB5hQm+K2rGjFlNYgo1BoJBMD8Wh6JHGIVNh2G5MmUAAAwVSURBVC0XBIpr1AgIBsF8uDAuL4ZR1KsnB6HGQDAIdpmLw/RCmCh61eRhlQMEg2CX8Bivi2Hi6fW+lGu7QiAYq1sKjc7hM1yXwsTU630h13aFQDBWtxQaneI3WukwkfV6X8a1XSEQjNUthUbH+FYDKkx8vRbCJKGAMBBMiv9kaz5MEr2KGNNCIBirWwqNunDOZebCRF3buBQmGQWEgWAiWKcy0zDJ9CpiTAuBYKxuKTTawVwpGIdJqFcRY1oIBGN1S6HRBvZK9zBMUr2KGNNCIBirWwqN1gguJLlhEutVxJgWAsFY3VJo9L1ILzdMcr2KGNNCIBirWwqNSi/TtmEy0KuIMS0EgrG6pdCodBeEDZOFXkWMaSEQjNWt4E3Kd/GZMJnoVcSYFgLBWN0K3OA1m2TdL9ALGkoWJnUChwLCQDAvrtojm5FeRYxpIRCM1a2QrW1HryLGtBAIxupWuLauegtVZnoVMaaFQDBWt0K1tC29ihjTQiAYq1th2tmaXkWMaSEQjNWtIM2E0QuCURQQBoLRhNKrgGEkpIAwEIzimtnhsHoVMIyEFBAGgs0TTq8ihpGQAsJAsDlC6lXEMBJSQBgINkNQvYoYRkIKCAPBJgTWq4hhJKSAMBBsxBWzQ2phvoBhJKSAMBBsgIJeRQwjIQWEgWAuGnoVMYyEFBAGgvXo6FXEMBJSQBgI1iKfHV7aFFXAMBJSQBgIZtHTq4hhJKSAMBDMoKlXEcNISAFhINj7K06+fPQqYhgJKSAMBNPWq4hhJKSAMDkIlpR6dij5RVev0KHAVimtgolPvnyrFydMFBCGYrsVTKVbPo+KolcRw0hIAWFKFizEyVewMLFAGAoIxurWxYfE0quIYSSkgDClChZidhgsTEwQhgKCsbq1eHdMvYoYRkIKCFOkYFH1KmIYCSkgTIGCxVk69AwTHYShgGCsblH3SGeHYr2KGEZCCghTmGAJ9CpiGAkpIExRgiXRq4hhJKSAMCUJlkavIoaRkALClCNYKr2KGEZCCghTimDC2WEAvYoYRkIKCFOGYCn1KmIYCSkgTAmCpdWriGEkpIAwBQiWWK8ihpGQAsJsXrDkehUxjIQUEGabgnVWyWaHQfUqYhgJKSDMJgXbNV5loVcRw0hIAWG2KNjOgf3LwfUqYhgJKSDMBgXLTK8ihpGQAsJsWjDub6roVcQwElJAGAjWoaRXEcNISAFhIFiDml5FDCMhBYTZoGDvBX4p6lXEMBJSQJgtCvb+Gr+ChyliGAkpIMwmBWNu39DVq4hhJKSAMNsUjPNiaetVxDASUkCY0gXT16uIYSSkgDBlCxZDryKGkZACwpQsmOrSITdMLBCGAoKxunXxIbH0KmIYCSkgTKmCxdOriGEkpIAwZQoWU68ihpGQAsKUKFhcvYoYRkIKCFOeYLH1KmIYCSkgTGmCxderiGEkpIAwZQmWQq8ihpGQAsKUJFgavYoYRkIKCFOOYKn0KmIYCSkgTCmCpdOriGEkpIAwZQiWUq8ihpGQAsKUIFhavYoYRkIKCLN9wVLrVcQwElJAmK0Lll6vIoaRkALCbFuwHPQqYhgJKSDMlgXLQ68ihpGQAsIEEuzupuKl/fnzi+rnx2fn4PncgbZguehVxDASUkCYIILV4rRWnezPP/1mDj4+qw9+/mNyoCxYPnoVMYyEFBAmhGBf3tRl6f7m7/+sZXvc/rf5pxLr+fggnmAKrXPDbH8YCSkgTAjBTk1RujcCNQcfn5kSRh/EEkyhbTYFDCMhBYQJIFhVwF66ttUTxc8vTDm7s9XKPmJwEEcwhZYFFDCMhBQQJoBgn1+4Jenjs75OfXljLDub2vZ8eKAu2DkbvYoYRkIKCBNAMKOUWdmw/lQFyp6DPXfUM5PHwYHle4vgOS/zUKVVAK5CKNg/7MphOwVsf+6cOrmCnaIIBkCGSAQ7NQv0J1vDmsV4Y9MlwRpUCrNCo1IQhqKAMGEEsydVzSpivYZxZwyDYDUIQ1FAmACCfXzWrF6Yk7FujdCsGV46B4Ng8UEYiowFa8wxPzh1ytiWbhVRoVEpCENRQJgAgnXmmAo2EKwqYy/tI+x1MOcAgiUCYSiyFawyx875bJ1q6tPd8rYOCJYIhKHIV7Bme6FdRby3Sx53zsbEFHsRt/+XE4IwFPkK1m6gt1O/O/egucfuVRwcQLA0IAxFxoLZi8vtzK++ENYepHs/WD4gDEUBYcIIdh0q3VJoVArCUBQQBoLpgzAUBYSBYPogDEUBYSCYPghDUUAYCKYPwlAUEAaC6YMwFAWEgWD6IAxFAWFyEEyBrN7FiTAU5YWBYAogDEV5YSCYAghDUV4YCKYAwlCUFwaCKYAwFOWFgWAKIAxFeWEgmAIIQ1FemK0IBkCWQDAAFIFgACgCwQBQBIIBoAgEA0ARCAaAIhAMAEXWJxj9IXH18WPiIGmYwcOyCDP9LL00YexDJ5+cmSRMfUfoP9TqBGs/5rR+hZqvJuv/PnfuF7ncjb/VJVWYwcNSh7lXGEXiMIYvb6YfTZskTHNP2YKdyA/qPtc3O3+5wUHKMIOHpQ5T3fayvT95mJr7mc9+ThJm8j12IVibYHfkV000/wcaTISUBfMMM3hYJmGm38iRIkx7qCuYb5g7jSnGygTrvjmp/r/NXfcl0S/P9f8JH5+cidBjlf8j8cMMH5Y4TEv3rVOpw1S3/qfuOZhvmO5xQVmZYB3mVRl9w999ddQL5h6kDuM8LJcw+gsLnmGqshIpy6Uwn1/8/L/Pgp+crlSw+n9AM99ROxhGsQTzCjP3RYTpwtgzsQzCmBlbJMEuhWnXOMK+MisV7N7MpGe+ZT2JYF5hmodlEaY6r1ddb/EP8/lFFSSSYJfCNGsh3TeQh2Gdgp2aBaEsBPML0zwshzD1d0/pXwnzCVOfEcUR7GKY++7fkC/NKgVrxmoegnmHieeXRzmNMUe8HMYW9SiCeb8ygeOsUbD7ZqxmcQ7mGeY+il++r8y5W65OGqaZjcUQjPHKhL2CsT7BqglO8wKMVoQMsQXzDNM/LIMwFu1R7ROm2VSiv7Ek4SuzOsHcjTV3dprjLM9FFswzjP5mIO8w3S3KgnmFiSWY5yujcrlybYINxuroqvw5tmCeYeL7tRDmrjv90XxxOH+mGMXU75VpN3y8DPjkaxNssNY92VcWWTDPMBHX5y+HaVY3lNdcOH8mdcG4r0zQNCsTrH1HQbMd+tT/aIkqmGeY0cPShunuUV1EZP2ZtAXzDnOvMVtdmWCnm8GLNXlvT1TBPMOMH5Y0THuP+v51/z+TtmDMVybwmFmZYACsCwgGgCIQDABFIBgAikAwABSBYAAoAsEAUASCAaAIBANAEQgGgCIQDABFIBgAikAwABSBYAAoAsEAUASCAaAIBFsx+93uQX/01y+73W26MGAWCLZiPj1xlToMdAN5AMHWzHG3+/rX5ucPj/qfQTZAsFVTTRJ/sD9hgpgnEGzVVJPEr17XP2GCmCcQbN1Uk8Rvfz/XptX/gsyAYOvGzAzNJHHfVrLmtp3jm1kL2bVzyerO2+p0rZ5P2gf2vwjCA8FWTiVLZcixOxerJ4uWZsq4b4/rNZBKqv9oDo6DO4AKEGztmJOvypquYB2a4tVeJDtY90wZM8emalVG/vXfRs36gTh70wSCrR1jzL/287xKm0aXQ31jJZY9bs7S+tXGQ1u59ihhe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xbLMEXNmcx2BMu7sO2vpp9kRjF3oliGKWrOZDYk2PbPB5tlUrGJRBDMoCgRn2BzSOWXKXeGCcWmBItjmKLmTAaCOfPLlDuLU7GpRBCsQlEiCEbGodikYFEMU9ScyUAwZ36Zcr0YVWwyEQQrUZQIgq1iRLFpwWIYpqg5k4Fgzvwy5XozUGw6EQQrUJQIgq2mp9iMYBEMS6COeihKBMEY6Cg2kwiC3ahKBMFYsBWbESy8YYnUkYWiRBCMice9kaKT8IYlU0cNihJBMDZ8FYNgmhJBMEb8FAvehSVVRyWKEkEwVrwUg2CKEkEwZjwUC92FJVdHmhJBMG66V1Ic3QSC6UkEwbgpEs0oFrgLS7OO0gKCOfPLlEunSjStGASLnaAPBHPmlymXTp1oSrGwXVi6dZQOEMyZX6ZcOm2iCcUgWGJAMGd+mXLp2ImcigXtwtKuozSAYM78MuXS6SZyKRbSsNTrKAUgmDO/TLl0+okcB8YgWFJAMGd+mXLpDBONKhawC9tCHcUGgjnzy5RLZyzRmGIQLCUgmDO/TLl0xhMNFQvXhW2ljmICwZz5Zcql40o0UAyCJQQEc+aXKZfORKKuYsG6sE3VUSQgmDO/TLl0JhN1FINg6QDBnPllyqUzk8hWLJBhm6ujCEAwZ36ZcunMJppapBgnUXAUJYJg3HgkCqzYJusoMBDMmV+mXDpeiYIqttE6CgoEc+aXKZeOZyLHCqqIiQKiKNEywc5Zlr2AYJN4Jwqm2IbrKBjRBTsXYhV+ZdkTCDbFgkSBFNt0HQUitmDHwqvPr0vBHryFYBMsShREsY3XURAiC1Z0XY/u//g2+/rXj8/zRxDMzcJEARTbfB0FILJgx3LX65RV48Svf4VgbhYmyjLxKcXN11EA4gqWjw1flJp99fN93o8V/wVcFFVuKxY7D5BkXLCPz4v9LjM4pAom9QMhUy6dpYmqNb+Svdj260ieuD1YJdi5mkCEYNMsTmRW1csptoM6EieFIeKpmj88Yh9skuWJ6jW/UortoY6kiT7JUU4fFmadqAfCpPLLlEuHIFizql5GsT3UkTQJTNOXh5hzy3AcbBpCIuu0FQnFdlFHwkQWrDrEnO97FQ+Ia6Wk8suUS4cimH1iGP+BsV3UkTCxV3IUR8LKXa8jeY5eKr9MuXQoibpnXnIrto86kiW6YOuRyi9TLh2SYL1zm3kV20cdyQLBnPllyqVDSjS4eACnYjupI1EiHwf7b/vZ5//AcbAJaIINL8/Bp9hO6kiU2AearZn5c4YDzVPQEo1ew41Jsb3UkSSxBWumDot5egg2BTHR+BWmWBTbTR0JEn0lhzHslJHPaZbKL1MuHapgjmu4MSi2mzoSJIHjYC+KZYjleWE0pPLLlEuHmsh5kcTViu2njuSIPYuYG/bg7TGjDg8h2DwTV9Jeqdh+6kiO2ILVlwugXvEGgs0zdZ3fVYrtqI7EiC5YaRh1dAjBfJi+GcQKxXZUR2LEF6wwbNWpzFL5ZcqlQ080c6l68oGxPdWRFLEEK2blB2CafooVgs3dDIKo2J7qSAoI5swvUy6dFYnm77ZCUmxXdSQEBHPmlymXzhrBPO5nRFBsV3UkRAL7YGuRyi9TLp01ibxuerlYsX3VkQwQzJlfplw6qxJ53pJvmWI7qyMRIJgzv0y5dNYJ5nvTyyWK7ayORIgumFlQf6be+gGC+eF/V1l/xfZWRxLEFuxsjjKf6YulpPLLlEtnpWAL7tvsq9je6kiCyIIVq3zLS3Kc6MsRpfLLlEtnZaJFN0b3U0yyjh5uh8l/R2TBjs3FEIsVU7gu4hRrBVtkmJdignX08CGpLURhUrHo54O1UuHKvtOsTbRMMJ9Ze7k62pBeBROGxT6j2brYKK5NP81qwZYaNqsYBDNAMEp+mXLprE60WLA5xSBYjduw6EPE9kQw3IBvmvWCEQybVEysjrbmV7KCmVvvleSy4RayU6xPRDJsQjEIVuMUrFhiK1NHvQQT0/RVH3bGRW9mYEhE/a4dikGwGpdg1SJ2kTrqJXAdaD5ai+mJ5zWLxN+pYOTvelQxCFbjEKxu2RJ11EswdfOHdX5BsAWs+KpHFINgNeOCtX2HQB31Ekws9q0Uo01wFAiEv9mtYGu+6oFiEKwmacHWIhD+Zq+CrenCbgaKhRLsolyR9Of66fuHfyL/Gnvx3l4I9efh+x8ePuwdUIJghPwy5dLhEWzld91RLIxgb/ptPbZg//eXjQr28d8GB5rvLg+Hw4/myaeX1pMWgfA3uxVsZRd201UshGBvrMZeiRVbsCKRl2CJTXKMLKe/PpT88EvxpJTtcHj6W28jifQ7Fmz9tz2/SHEtlmC/5625OnzzoX4kLljLxchHlfr5CRZ/mt5c19chWK7Uq7LjenZf/y9/qd+HicTfrWAchokrZgn2pm3M+dCsbO7hBMtdett/7feHf/rPZYIJVNCNr2CnzlWl+gearyqZ7i6LLuy26ruqJzZS+WXKpcOViOULl1WsI1g7RntfNexgguW953eDFy8evn3vP0SMvxbxwdv7c3EI7ONz5+lgn14WThnbvrwrejUbqfwy5dJhE4znJ1VSsY5gA5tawd60O2ZFy/+uGr69sP7Yet/we+dkycnFQ2MDxDf5n/gKVtR07NX0hVUfnxdjw8+vHwy644q7y7zv+vLu+5/KZ9f9MaJUfply6bAl4hqzyClmCfZ+uMNTC/ahtuQ7o8N3b+y5kPb9zjyFv2BjA8QPRWHegt3EF6yQyqh1dqzlqPfEzNDwutwjK/imYqKKwBgZ3zGTzpQiH/Ys4sXAESPYB6PehdHkwmz23mz94WG9y9b5a2/B8l2+wQxi/trPo4KNFcBYz/NMng92LPe+Pj4fW81xdTiUXVcj2C0EWwvnFy+imN1ei6NO3Y7ICNYM4N40ov3ZvF/0PK0fH0Z6Ig/GOrCL0kg/wYL6NS3Yqdz9qkaKPfJdrurg14hgBqkeWKZcOnyJuCa2qkQCA8Vue22GemYsWAnWapOrVLxx0TT7i0Ita7nFm7HlGLNcDP/qfZXAa4hoKjn6JEeh1qlcieg8o7kcI0IwxkSsggkoNugQfrcNqwSzWnmlwkW3i3uzcm3Vh+H48ffmSLePYN06YqeXzT1N/6g8K+xJIZtrwW8xQz+yD2aQyi9TLh1OwXgMaxMxKza6S1N2ZG/va1+s6cXq4UUzp14KcNHZ12qF8N0HG05f5j3l27b8DkPBsjQEK26y8tXP9eFm1wkrxTQiZhE5E3ELxqyYYzX9+6oLqwXr9VAXjS0fSILVf1BJZMadNh86f9kZPw4Ea37CEriyb95vnUcXcjSHvMp5+qvqCY6DccDThXUTMSrWCtbtLC46gs31YOM7Xp6CjcyMLBCsrd/YguUjw6LfKnqy4QDxyowGy1EhVnJwJmIxrJ+ITbFWsA89B1rBRvbBWsHKfbBV6z1G9tuWCOasIzZ64UhTltURsFytYnSItYisiSQEY1OsFex3e3hnbGtmEV8021SziPaaDnuWneKaqwO8v/fYB8s2IliuVsUr6wlW07PA0YWNJWJRrLvYt9bjojly7DoO9qJu/2/bpcGlgIsvpzSyC9YyJ5hdt7FXclj7XaeRQWJ5ClitFM4H40RIMBbFLMHa48zN/tFwJUfpwoWZxn9jnn8w238YLEf0oCtlb8p+RrDOb1dCgh1xj+ZJuAVbb5gr0WrFOrOIFz2/3GsR/+Uv9vP2fdpRsLedZ0sE86mj1fQCDwQbuws6BJuCO5GcYKsV603Tv7H1Gqymr/eVij2vN90p+Tedv1tC97IbiwTL0hCsdyrYigu3SeWXKZcOu2CrDZtK9HiNY6SrSl1M7DVJYwnWq9Z4gg27MOKV26Tyy5RLhz2RqGCrFNu0YEvqaAW9BB77YFSk8suUS4dfsLWGzSUiK7ZhwfqVCsGc+WXKpcOfaK1h84mIim1XsEGVpn0czAup/DLl0hFIJC4YVTGKYSkINvzJSqgHGzsO5oNUfply6UgIts4wz0QExTYmWNuBUetoOb0IOA62GolEQQQjKLaxi9O7OzAcB3PnlymXjohgqwxbkGipYg+3pNiEXzgO5s4vUy4dkUShBFus2HYMezjlF46DufPLlEtHRrA1hi1MtFixjVAHHq3KhPbBqEjllymXjkyigIKJXB9nZSJGxn+rIJgzv0y5dIQEW2EYIZGwYhG/NUdFJnQc7PNrTHJMIZQorGDCisUUbPzlZAQ7YRZxBinB6IYREwkqFu9bc1VjGoKZCQ8INoVUIrph5ERiikX71pyVmIJg5h58rns/QLAKsUThBRNTLNa35v6Rii7Y2czRu+5dBMFq5ASjGrYqkYhi0QRzvhNXsOYGl3S9INh6oggmolikb23iJyqmYGYtx4O/v4ZgHggKRjRsdaLH3I7F+dam6i/6WsQXzS0gINg0goliCcauWJRvbfL3KZZglV+VVxDMC0nBaIaxJGJVLI5gU2/GE6ydNIRgXkgmiigYq2IxvrXpX6e4PVi1vBeCeSEqGMkwtkRsikX41maqLt4kx7GZP4RgXogmiivYDdeUYgzBpt+OOYto5jkwi+iHrGAUw3gTcSgW/lubq7jIB5rXH2aGYDxQDONOtF6x4N/abLVFX8lRH2vGSo45hBMlINh6xUJ/a/M/S9EFuy9v0Yy1iPNIC7bcMIlE6xQLLtjsFikIdl/PeGA1/RTSidIQbJ1igb81jx+lRASrb4cOwdyIC7bYMKlEdMXCfms+NZaMYDknCDaFeKJkBKMrFvRb8/pFSkkwIlL5ZcqlIy/YUsMkE9EUCyuYz0YQzJlfplw68olSEoymWMhvze/3CII588uUSyeAYAsNk060XLGA35pnZUEwZ36ZcukESLTQMPlESxUL9635VhUEc+aXKZdOiESpCbZ0HXBAwTy324FggI8swe+po1jsMDXJVRR6sNUESbSoCwtVR/69WKhE/mPpHfRgUvllyqUTRrAlhoWrI1/FggnmvSUEc+aXKZdOmERpCuarWKBEC36GIJgzv0y5dAIJtsCwwHXkoZiiOoJg3IT6dfbfNHgdzSqmaBgNwbhRNPxxM6OYookgCMaNoh34KSYVC3KsEILx5Jcpl46iKehpJhRTtNoFgnETLJF3E4pWR07FFK3XhGDcKFoGNI9DMUVnHEAwbhQtZPVhVDFF58xBMG5Cnorht1nkOhpRTM9lFSAYO4rOdfJloJiWCwPdQDB+gp6t67VVAnXUU0w4USKXtjMFQzBeFJ0Ov4SOYrKJUrj6sVUwBONF0QVdlmErJpkogev3dwqGYLyEFSzqJcmW8rg3UpQh+h1oegVDMF7CJtqUYEEUi3wPtWHBEIyXwILFvGotBWnFYt5md7xgCMZL4EQxr7tOQ1Qxol8QzJ1fplw6oRNtTjBRxYh+QTB3fply6QQXLN69r8h0r0HFWDC1A4Ng7vwy5dIJnmiTgnHd7bkL2S8I5s4vUy6d8IJFuz0qmSoRv2JkvyCYO79MuXTCJ9qqYOyK0TswCObOL1MunQiCzbSrlOuIU7EVfkEwd36ZculESLRhwRgVW+MXBHPnlymXTgzBpptW6nXEpNgavyCYO79MuXRiJJo2LP064jgwtqoDg2Du/DLl0omSaOOCMSi2zi8I5s4vUy6dOIJNNa9t1NE6xVb6BcHc+WXKpRMn0fYFW6fYSr8gmDu/TLl0Igk20cK2U0dkxdZ2YBDMnV+mXDqREu1CsBvilOJqvyCYO79MuXRiCeZuYxuro+WKrfcLgrnzy5RLJ1ai3Qi2XLH1fkEwd36ZculEE8zZzDZYR4sUY+jAIJg7v0y5dKIl2pNgSxTj8AuCufPLlEsnnmCuhrbROvJVjMOv1AW7uzwcDj/8Uj359DJ/8iMEC47LsM3WkdesPUsHlrhgV4eKHxvZDoenv0Gw0OxNMB/FePxKW7DbSq2rw/c/lf3Xs9Kyfh8mlV+mXDoxBRtvbJuuoxnFmPxKW7ArI9NVodZt1XfdXdYjRggWjh0KNqMYk19JC/blXdFz3RduPWts+/Lu8AqChWb893zzdeRWjKsDS1qwhkKwxrbr/hhRKr9MuXSiJtqnYDeuKUU2vzYhWNlpfXpphobXRXdW8k3FipKBL5ngcZbI2IqZlzb4r12T+LrY+2oEu4VgMdhek/NnoNgG/7ErIt+aScSBYAapHlimXDpxE40NmvZTR92BIt8AcQtDxMovCBY70Uir21Md2Yox+pW+YNeVX2P7YBAsKPsWTOaS28kL9uVdvVAKs4ixEw27sNiJhqxLJKFY2oLlfjUro66q4184DhaN3Qsmcf+jpAWz/cJKjuiJBl1Y9EQD1ifiVqxwpUMAAA0ASURBVCxpwa7tlb1Yixg9kQbBMmbFUhasPD3l0Cyhvz1gNX1c+l1Y/ER9Vicq/4mciqUs2O2hIxjOB4udoN+FJZCox9pE9U8In2IpC+aJVH6ZcukkkKjXhSWQqMfKRPa/j0kxCObML1MunRQS7V2wzjMWxSCYM79MuXRSSNTtwlJI1GVdosE0KYNiEMyZX6ZcOkkk6rTBJBJ1WJVobAniasUgmDO/TLl00ki0X8EcS3xXKgbBnPllyqWTRiK7GaaRyGaVYK43VikGwZz5Zcqlk0iivQo2dY7KCsUgmDO/TLl0EklkNcREElnQE82cA0Y+MAbBnPllyqWTSqKdCja3AVExCObML1MunVQStb/1qSRqISfyOYmZpBgEc+aXKZdOMol2KJjnRQIIikEwZ36Zcukkk6hpjckkaiAm8r8Ix2LFIJgzv0y5dNJJtD/Blmy8TDEI5swvUy6ddBLVP/jpJKqhJVp6FaklikEwZ36ZcukklMi0yIQSGUiJCFdp81cMgjnzy5RLJ6VEexKMdhVEX8UgmDO/TLl0UkpUNcqUElWQBCN+lp9iEMyZX6ZcOkkl2o9gKy7j66MYBHPmlymXTlKJymaZVKKS5YnWXSZ7ftYegjnzy5RLJ61EuxFs5SfOKQbBnPllyqWTVqLilz+tRAWLEzHc52FaMQjmzC9TLp3EEu1CMJ77qEwpBsGc+WXKpZNYorxtJpboZnEdsd2nyK0YBHPmlymXTmqJsoLYIXosFYzxox2KQTBnfply6aSWKEvQsGV1xJx+VDEI5swvUy6dxBJlWYKGLaoj/uwjikEwZ36ZcumklSjLUjRsSR2JJB8oBsGc+WXKpZNWoh0IJhOhpxgEc+aXKZdOWok2L5hc8I5iEMyZX6ZcOmklypI0zL+ORGPbikEwV36ZcukklijLEnRsgWCSMTqKCX0CBOMmtUS1Wikp5l1H8oEh2Fx+mXLpJJeo9SoZx3zrKEhYDBGn88uUSyfpRIko5llHoZJCsKn8MuXSST1RCo75CiYcowWCufPLlEsn/UTxFfOro5AZMU3vzC9TLp1NJIrsmFcdBc0HwZz5Zcqls5FEURXzqaOw4XYgGEiNyrHYKVwkG2wV6MFWs6VEsboxjzoKHGsHPZhUfply6WwsURTH5usodCQI5swvUy6dzSWKoNhsHSWoPLlgCMbLFhOFdmxesCAxLCCYM79MuXS2mSisYnOJwu8XQjBnfply6Ww2UUDHZgetQVLYQDBnfply6Ww4UTDF5gQLEKEHBHPmlymXzrYThXFsOlGiBw6oBUMwXraeKIRiMwcOZD98FAjmzC9TLp0dJBJ3bCpRnPVbEMyZX6ZcOrtIJKzYpGBinzoFBHPmlymXzl4SSTo2kSjSAmQI5swvUy6d/SSSU2xqdaTE580DwZz5Zcqls6tEQo45EyV9Ag2xYAjGy84SiSjmFoz5g7yBYM78MuXS2V8ifsdcieKdZA3BnPllyqWzx0TcijkSpX4RA1rBEIyXnSZidcwlGFPxBCCYM79MuXR2m4jx8tvjiWJe6QqCOfPLlEtnz4m4FHNchmd9wWQgmDO/TLl0dp6IxbGxRFu4UiOpYAjGy+4TMSg2KtiqEtcCwZz5ZcqloyHRWsdGEkW+mjcEc+aXKZeOjkTrFBsm2sjV8ikFQzBe1CRa4dggUWy/IJg7v0y5dBQlIis2FIwjzhogmDO/TLl0dCWiOdZPFL0Dg2Du/DLl0tGWiKJYL1F8vyCYO79MuXQUJlrsWF8w3jgUIJgzv0y5dFQmWqhYN1ECHRgEc+eXKZeO1kRLHOskSsEvCObOL1MuHb2J/BWzEyXhFwRz55cpl47qRJ6OdQQTjOMPBHPmlymXjvJEXopZidLowCCYO79MuXSQaN6xNlEifkEwd36Zcukg0bxiTaJU/IJg7vwy5dJBopJJx1rBQsWZA4I588uUSweJDBOK1YmS6cAgmDu/TLl0kKjF5ZhJlI5fEMydX6ZcOkhkM65YlSghvzYg2KeXz5pHh8PhRwiWDJETjThmBIsSZ5z0Bbs6GMHuLg8FT3+DYIkQPdFAsTJRSh1Y+oJdHYxgef/1rLSs34dJ5Zcplw4SjdFxrHyYlF+pC1b2WpVgt1XfdXf5wy8QLA3SSNQqxngFUzbSFuw6t+vWCHZVdV1f3h1eQbA0SCZR1iF2mg6JC/b9T/dGsC/v8seVdL0xolR+mXLpINEEyRqWtmAFRrBPL83Q8Lqe9Lj/poJcMtgVrWCxk8SAT7BbCAbGgGA03IIZpHpgmXLpINE0GCJCsFUg0Qwp+rVBwa4hWCqklihBv7YjGGYRkWiW9PzajmD3V9XxLxwHSwckmmc7gmElBxLNoigRu2BYi4hEsyhKxC5Y/gCr6dMCiebZkGA4Hyx2gj5INE/6gs0ilV+mXDpINI+iRBCMGySaR1EiCMYNEs2jKBEE4waJ5lGUCIJxg0TzKEoEwbhBonkUJYJg3CDRPIoSQTBukGgeRYkgGDdINI+iROEEkyG9SxEg0Tx6E0Gw1SDRPHoTQbDVINE8ehNBsNUg0Tx6E0Gw1SDRPHoTQbDVINE8ehNBsNUg0Tx6E21OMAC2BAQDQBAIBoAgEAwAQSAYAIJAMAAEgWAACALBABAkYcHuLg+HQ33B+/7FTT+9fDa2WTqJhhdijZio2nRw7eV4ico3An1vvnV0VQR61f/rtaQr2FX1FVS1UVaSfXnuq/q6wp3Nkkh0Ha7teCYq+PJueHHzeInMOyEqyTNRrfyz8VLIJCvYbVUlV4fi9mODG0xcHZp7u1ibJZEof+1V/X4aiUquR+4eEC/R4HaosRPlvz/Fa9fs7ShZwa5MJZQ/Mb1bJJW/Q8+Gm6WUaHg7p2iJ6qcBBPNNdBVoCO2dyLwzvE/rWlIVrLlxZvlbZ2rJ3OQv/zF+1r+/pvxPomeimubWukkkyl/9W4B9MN9EzXbieLcj/r2vilQFayhqoHeb2uv8WV+ocGMOz0SB5hQ8E+W/3yEDzSX69PLpPy5DTU35JJL7OUxdsPKnZeRG673mLPcLRExU7YmlkqgYAIUUbC5RPceRTB0VlVPc546/Y01dsOtibNxUzK1LsOsgU2Teia4kvip6ok8v8zQhBZtLZGYe7i6D1dJMorxy/kdmNjpxwW7N5M+MYLfh2rNPovznMtiRMJ9E5a5HQMFmE103/w9USXOJbs1sB39DSlsw8++dEyy4Xx59arAx4nyiqnsPJ5h3HQXLNJvotv49VDOLWFIflZjZ4+E/eLE2UfU8SOOZT2QGYsEEW1BHIY5leCVqBqvstZSwYPlAy9RHb/anoP2q2s1SSVQRpEH7JDIrSwItnNhmHTWmsyufrmD22p6rarhlzRU2X1WgJUDeiZpXQjQer0RBBfOso2BHL5cm0tODdcTpHYG/b7+aSH5NJLpq9nzEG49noopQvYVfHdXLK8T3Uxd/a8zTLskK1pl4H6wh6+3Ap5TIzG6EmHjxTHRvcgWoqaV1JB/JP9GP95pmEevFzWbp8237sKI5At/ZLIFEzTvyP87eiUpCCOadKNgZB9G/tVQFuz10KmZwHo91/CKQYJ6J6nfCLF33TFQQQrCFdRRgdZt/ovLgJb/xqQoGwC6AYAAIAsEAEASCASAIBANAEAgGgCAQDABBIBgAgkAwAASBYAAIAsEAEASCASAIBANAEAgGgCAQDABBIBgAgkCwbXHMskfts8+vs+xFvDBgHgi2LT4+t5U6dXQDCQLBNsY5y7762Tz+49v2MUgTCLY18kHik+oRBogbAIJtjXyQ+OBt+QgDxA0AwTZHPkj8+tf70rTy/yBlINjmKEaGxSDxWPdk5rXM8q2YC8nqsWT+5ot8d60cT1Ybtn8IhIFg2yOXJTfk3OyLlYPFCjNkPNbPyzmQXKq/mifnzhtAHgi2QYqdr9yapsM6mc6rPkh2qtwrurHiedFr5UZ+/q9CzXJD7L0FA4JtkMKYf27Hebk2RpdT+WIuVvXc7KW1s42nuuc6ogsLBATbIuUelTVArG3JVXpUzIIY9/KnxTvmf/e1gCAgEGyTnKwZjcqqimN3YvFYC2ZePXdmQkAAINgmybuwpgMzM4aD2YtywtAIVhtoZj+eDAoEQkCwTTIj2Lnz1O7iysElJurDAcE2SU+w7pRgdayrmNg4DgRr38YiqyBAsE1iC2ZP2JecmjHgqGBmE+yLBQGCbRJbMGtJR+laK1zet3UE6+yMYZ4+CBBsk3QEqw8fl/teL6we7dTfBztZE/jowYIAwTZJR7BCpFIcM/Az6zTKyY/i9Vaw+nRNnOgSDAi2SbqCtWsR62X25tn/1gt8H7V/l2GmPiQQbJP0BOsvkj+aGfpqgrEzyXGyFwUDcSAYAIJAMAAEgWAACALBABAEggEgCAQDQBAIBoAgEAwAQSAYAIJAMAAEgWAACALBABAEggEgCAQDQJD/B1y3IA7oQH4yAAAAAElFTkSuQmCC" width="432" /></p>
  480 +<p>Una vez más, todos los paises parecen cumplir la premisa de un descenso en los ciberataques frente a un ascenso en las certificaciones. No obstante, parece que se vuelven a manifestar irregularidades en las pendientes de las tendencias.</p>
  481 +<table>
  482 +<thead>
  483 +<tr class="header">
  484 +<th align="left">Pais</th>
  485 +<th align="right">Pendiente.Certificaciones</th>
  486 +<th align="right">Pendiente.Ciberataques</th>
  487 +</tr>
  488 +</thead>
  489 +<tbody>
  490 +<tr class="odd">
  491 +<td align="left">US</td>
  492 +<td align="right">210.3</td>
  493 +<td align="right">-59.8</td>
  494 +</tr>
  495 +<tr class="even">
  496 +<td align="left">GB</td>
  497 +<td align="right">320.4</td>
  498 +<td align="right">-11.8</td>
  499 +</tr>
  500 +<tr class="odd">
  501 +<td align="left">IN</td>
  502 +<td align="right">268.3</td>
  503 +<td align="right">-8.7</td>
  504 +</tr>
  505 +<tr class="even">
  506 +<td align="left">JP</td>
  507 +<td align="right">262.4</td>
  508 +<td align="right">-7.4</td>
  509 +</tr>
  510 +</tbody>
  511 +</table>
  512 +<p>Efectivamente, parece que una menor pendiente en las certificaciones genera una mayor pendiente descendente en los ciberataques. Eso si, esta vez de forma más moderada, y parece algo exclusivo de <em>Estados Unidos</em>, ya que en el resto de paises representados se cumple que a mayor ascenso en la pendiente de certificaciones, menor es la pendiente de los ciberataques, lo cual cuadra con el objetivo de este estudio. Parece que la evolución geográfica podría no ser un factor que afectara diréctamente a la efectividad de la ISO 27001.</p>
399 513 </div>
400 514 <div id="evolucion-geografica-y-tipo-de-ataque" class="section level3">
401 515 <h3>Evolución geográfica y tipo de ataque</h3>
402 516 <p>Hasta ahora se han analizado por separado el tipo de ataque y la localización geofráfica, pero la respuesta podría encontrarse en una combinación de las mismas. Para ello se analizarán los tipos de ataque reportados en el país con más certificaciones, <em>Japón</em>, y en el que más ataques recibe, <em>Estados Unidos</em>.</p>
403 517 <p><img src="data:image/png;base64,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" width="864" /></p>
404   -<p>Como se pudo apreciar en un apartado previo, la ISO 27001 parece especialmente efectiva contra las técnicas de <em>Defacement</em>, <em>DDoS</em> e <em>Injection</em>, en los gráficos previos se puede observar que <em>Estados Unidos</em> tiene un menor porcentaje de este tipo de ataques con respecto a <em>Japón</em>. Para valorarlo mejor se representará a continuación cómo evolucionan con el tiempo en ambos paises.</p>
  518 +<p>Como se pudo apreciar en un apartado previo, la ISO 27001 parece especialmente efectiva contra las técnicas de <em>Defacement</em>, <em>DDoS</em> e <em>Injection</em>, en el gráfico previo se puede observar que <em>Estados Unidos</em> tiene un menor porcentaje de este tipo de ataques con respecto a <em>Japón</em>, sin embargo también hemos visto que <em>Estados Unidos</em> presenta un descenso mayor en los ataques recibidos que <em>Japón</em>. Para valorarlo mejor, se representará a continuación cómo evolucionan dichos ataques en ambos paises.</p>
405 519 <p><img 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HNp2cENF2fUubt8eonryxIF+/T2/v7+r/+0G1/eVRs/vExsdGyzYyGYjApx4UrtIk4K1h5s3dxhWNWiyR2mf7y3GJGMbPf33/1rtOGxzY6FYDIqxKUrcZBjWrDP37vhQv+OM79hJMGerVqP93/5m2my3hix6pt6Gz7b7NiwPqLscGqoEBevsUZRw/S2jRre0G77d5iuIu+xGEmwR+fPY23Ts22uPr2te4y9DZ9tdmxYEyY7nBoqxMVrwqPwE80vM6OIvRas3eh6jFysCHabmmjyx691y/VS6/Smte2PX+9/Gmz4bLNjw5ow2eHUUCEuk1MizdE8x/OpapQexjf0jsG8s19mhJGRWcFu9Vu4LQ+11IK1tn2o3Opt9Nhmx4Y1YbLDqaFCXCYTBbuYNml0Q28UsZvccdmoi3iuvTKnvk+nuckkpp368s71Bj9UtvU2LN9Y8r7rcO7utqoMqCQJVjVXJq+jG3rnwepRetOGnWfTnYkZwW5mmn/1nuqjwznHP9QHXK1Tz75gz3IEg2F7gybY6mx6fyZHM0jP/4WVGcHOpvDlZPuJ073UZzeIuCyYY5uuyTWojyi7e6WhQlwm0wR7PXNDby7iS+Mb+3SOacHcQeDZ9FRn5m1Zv3Yg2KphssOpoUJcJimCiWVaMDuM6TqH04J9sH6tHoM5ttmxNRBs+wpxmTyMYDfbvE4J9sevzUQp4aOIEExChbhMHkAw20W82BGW8/gYrPKrnQz1aE95NefBvA2fbXZszXofUXY4NVSIy+QBBDNSVT1Ee/5gdCLM90v2TI4aCLZ5hbhMHkGwWzMAUw/GjM4UfPAn80qei2hYbcJkh1NDhbhMHkEwe4q5OvaaWjLEfCPlvp01/3zvTaDvbXhss2MtEGzrCnGZPIJg5kyYOfQ6j0c4nu97ggn+PpgFgm1dIS6TxxAsM9vsWMtaH1F2ODVUiMsKBCOwzY51QLCNK8Rl5QCCff4//tbv/yv9S5/b7FjHShMmO5waKsRl5QiCfe+NzN9yfKt6mx3bAMG2rRCXlUMI1g4d1uP0ECyRo1dIjs9+mZ3J4Qy7ZJrRv82ObVjuI8oOp4YK6fnZLQvnwR7ct2ayzOjfZse2QLBNK8Rl5QBdRGPYV79kXNVqmx3bstiEyQ6nhgpxWTmEYM1yAbm+77nNju2AYFtWiMvKMQTLvHz3Nju2A4JtWSEuKwcRrDYs36qn2+zYjqU+ouxwaqgQlxXVgvlrhbTsfpj+utiEyQ6nhgpxWYFgBLbZsR4LTZjscGqoEJcVCEZgmx3rA8G2qxCXFdWCcbHNjvWBYNtViMsKBCOwzY71me8jyg6nhgpxWYFgBLbZsT0g2GYV4rJyDMHchPpbpqtsbrNje8w2YbLDqaFCXFYOIdjNnWW+ZZostc2O7QPBtqoQl5UjCFbP8jVLclwyTUfcZsf2mWvCZIdTQ4W4rBxBsHO7GGI9YypDL3GbHTsAgm1UIS4rBxCssqqTamJl33i22bEDINhGFeKyQhGsO387PX/2wnMllcvqay6tTe+YubpKHNvs2AEzfUTZ4dRQIS4raYJNfgPk1ruOUTZu69IeSrCZJkx2ODVUiMvKlEg/ViwL5kI6tVIu24ViyYJ5F4nOdB32bXbskOkmTHY4NVSIy8qMX5OGNc/pXZJ53CBcGJqvlwTB3KX3DJVsGezfZseOgGCbVIjLypxfU4Y1z/EEa1oH85Vhc2t3MUt75Vgnm9l4aJ/UDJefTw/1Pa/tgdvDxN03e6VM+53kFTkWhum7K9vuftGbFgi2SYW4rMz6NWFY8xxPMNcfbK7C/OAJdvYHQi7eFWa9B1cP+u9WQ/Po5gLq3t1/djPgUwRr30rASwSxzY4dMdlHlB1ODRXistJ3ap45wT5+WzUv7vKsrr9ou4g3q4v9UUnzuln0s/fgs0m8bb1s923i7pszl9pF9A3TsKpUCwTbokJcVtIFq35vhjWsWvb/Z9tcNZeXNA84e7/bh9nTUtY/OwAxcbd9rRTBGsUyDHDUbLNjx0w1YbLDqaFCXFZSu4i1YL//7MbBTXPWG+Q4N21Te+TTf7DV0A2k14IN73YdzFepgmVlmx07AQTboEJcVhIHOZxgva8LO8Has2UPvTNR/QdPCDa+G4LNAcE2qBCXlbFGUcP0RgrvxHMnmB2reGUaL/8J/QebTqMv2PDu7IJ9/i9aTjRfJ/uIssOpoUJcViY8Cj/R/GKz35sq4QRrTjg5wboH9B88IVj/7jyC+cOIamZy1ECw8hXisjIl0hzNczzBzJVLelMlnGCNKKMH9B88Emx4dw7BvG6nPsGGhskOp4YKcVlJFOxyssMadnjudmoHORrBbu4scjdY0XvwSLDh3TkEu/h+KTrRXAPBileIy0qSYFXzZMyoftZW2PNVvS7ixZ5dtuPw1f8fBg8eCza42xdsdZB9di5i9fI3d5ItxzSubXbsJBCseIW4rNAEG7YHN/80bnOi2Z55+nsr2qn74n67MRZscHcnWPu95HlmL8D3uvmr0J4FSGKbHTvJqI8oO5waKsRlJU2wtjkwhzkuuxdvRtRD0/CM5iLaB08I1r+7E6yWlChY/WJOrYCO5jrb7NhpIFjpCnFZoQgmlsXvgzUuq/m6imXYhMkOp4YKcVk5jmAXd05b1SjiddSEyQ6nhgpxWTmAYG5Njoub9gjBEjl6hbisHECw+uDtlRvJrGRT1kUc9hFlh1NDhbisHEGwelCmmzGpbJBj2ITJDqeGCnFZOYJg9ch/1W7dck3kECeYb5jscGqoEJeVQwhW9QzrdqtuybJ8I2ybHTsLBCtaIS4rxxAsM9vs2FkgWNEKcVmBYAS22bGz9PqIssOpoUJcVg4gWO/U10XdKOK134TJDqeGCnFZOZpgZ11fV7H4TZjscGqoEJcV3YJNXQVdoWBXCFawQnJ89su4BbuMBVN3HuwKwYpWSM/PbhkLNm7CcozTb7NjF/D6iLLDKaTC+wryk+OyoruLaMgyv7cHfc9yRQeCxfD+fYphcVmBYATou5ZPsMaw/cefvcL790mGxWXlAILlh75v2aIDwYJ5/z7NsLisHEAw/efBrhAsAghG5qjnwa5eH3Hv8eevAMHIlDoPJpG7u63fwT5471Ginm7BjnIe7No1YXtvX1grvO9BfJG4rCgX7CDnwWog2DKeVRimJ3LcYfprI9hTBVsJyx4FG7RZONFM4+CC3Vm/uA3bm2BTHUJM9iURcB7s9591jiJeTRP29FTAsF0JNnO4BcFIrAp2UTqb3lA1YU8lDNuNYAtjGRCMxLJgbsBDrWBXCOaxPFIIwUgsCeauwZfj2g8QjJnUCuvD8BCMxKxgzRVbcly76EWwYHcQLMCuxApxWaEINlp+emWc7mKvjZIp3QvMLp2dVS+xgnVNGGcRyYIFn0FWJdjttKVgbi7HV//35yMIdnfgYfqY+RnbClbtp7sowZbJckmuIGbnIj60l4DIQsrOoT93jcqspgnjK3KVKVjs5KdNBbu7mzGsec5uBLN+Wa/UC/ZkBDMVDnYMRphauKVgd3dzhjXPsYKdTw83N7fPdRHNwU7jXnNJS3sE9KrpIppNOx/Qe4FMjAXrBg21C2barbt6Tv2V2TBRghHn7W4o2N3drGHNcxrB/tycV7KCGaVO7kKxl2ZcoS9YM5xXP8Z7gUxMt2DWYN2CNf1CJ9j1GILRZ8WXFewugCnB6q7frZbFCFal2Q5mONle13fWv3uDHNXN9trmdcvivUAmxoMc53b8ULVg7XGX2VdX3iZMhmCpXzkhPvFaUjDTNNTXKTeCXdyhljHJbZjrInuCNY851z+9F8jE1CiiG+dQPYrYDWvcFTBMgGBpdoVUWHxuDCldRCNL7Uwt2O8/u+Odj99+/VvVXHTNUidYe/Otdst7gUzMnGjOfJpZmmBPQ7+sYfkLOTYWLFmu1Qqrz40hZZDDBLYTzPtSvj+64AnW3myaPO8FMrFwfTC9Mzkm/LJfXMleybGlYFnsWqwQ8twYxhqFDtMPBPO+O1xveCMXvmDu5tKCvbRDMOrmIvpnvXzB+AzbSrBccs1XCH1uDBMeBZ5oHgnmZVdaC2Y565tN3z+r3BOMrZO4iWA57ZquEPHcGKZEmqN5zlwXsTvsCjwGKyxYczn05Drb7NgJBrM2BoIxGcYu2NCkzHLV7FCwdklPI8/FG8CYH0UsLlhdTpFgo0lRvl9shnELNl4+I7Nd130KVrUOtWH2vJY9D1b9/8EZN3kebAvBcrDNjh0yNemwhGHMgnmLqvHIVbNHwdrRcNd2tb/Xwwtf/zY1kwOCJTA9qdfY1RmWrVoHU+T9l/fhqbJLwexgeDO60cxFNA9pBevPRYRgdObmzJsKjWEMTRhn7LvX564iW7AR+RdGo3EgwWa/k2IrsBmWJ/vDZmqSPG94GghG4jCCLXzny1VoDctSryUs/kH+QLBwwerZUYmZzcJRBFv6TmVTgWesPo86QXZmfd9DdiVYfVhV6iuVyxxEsMWvLLcVWAwr0fYU8Gtfgn3+XsolgQ4h2MqSAF0FjgkdRTpw/H7tSzA5HEGwtSU3vAr55yQW8Wvz+fqrz40BghHYZscaVle08Stk7iRm6wSuAcGEol6wgBWjehVyGtaIJbwDx18hLisQjMA2Ozbs4l8DwXIdhnntluz481eIywoEI7DNjl3vHo4rZDoM63UL2ePfTaZkA4KRUC1Y4IKigwo5DBscdXEL5k9X5gKCkdAsWOiCvcMKySt0jAY1mAXrfyGAiXKCqUKxYMHrYY8qpK3QMTFmyCtY/0ujXEAwEmoFi1hvflwhwbDJIXkIFgO6iARK79iY6zlMVLCGxZedOeMFwWKAYAQK79ioy6VMVbgz10ePrDp7QhmCxQDBCBTdsZGXI5qsEG/YwnwNDHLEAMEIlNyxsZf7mq4QadjidCi0YDFAMAIFd2z01fRmKhjDAl9iZbYhq2BuSRFvXREWIBgJdYIRrlY5V+GuvvplyAusTublFMxq1VtXhAUIRkKbYJSrwc5WCDMsYK48o2BOqv66IhxAMBLKBCNdbHm+Qm3YypODvorCJlh74DVYV4QBCEZClWDEi5kvVFgzLPCbXlyCdQMbg3VFGIBgJDQJRvRrscKiYcFfpGQSzLNpuK5IfiAYCUWCEfVaqTAf2IjvKfMI5r+10boi2YFgJNQIRm2+VivMBDZqGQAWwXpvbLSuSHYgGAktgiX4tVZhKrCRq2wwCDY4rzxeVyQ3EIyEEsES9FqvMDIsehGb/IIN521MrCuSGQhGQoVgKc1XSIV+mAlrRGUXbOT81LoieZEvmL0kc7vg6EXE0r4aBEv0K6CCl1jSEmy5BRsbNLWuSF6kC2YuQmRormoJwfLs2ES9gqLTJJa4wmFmwSb8mVxXJCvbClb/uy8KVjdf7tpe1jAIlmfHpjZf6xUMJrHkBUSzCjY5bX56XZGcbCqYXbt1SbDzqbmaSqVarRYEy7JjM/gVFJ2nu7uE9XlzCjb9tZTpdUVysqVgzerI84LZK1w2v3/1i+0wvqo0e32zl7X0rmPpjtYeMmV7kZ0LlkGvwOgkLX+dUbAZcWbWFcnIhoJ164/PCuauBms5n153gv0ncznm3pWYzaVkT2UucEQX7Mu7N+1v9/f3P0xtdLDs2BzN13KFBrN36YHNJ9icNnPriuSjrGDvA/AEq3zy2qObNcp2FG2rVTlVb57r6zVXD379Yhu6uDdGgS7Y470T7NPb+5rv/jXa8ODYsZn8Wo+O2Z1PCYHNJtjse5hbVyQfogX7/L0vi+kvNoLZO5rLmp+766OXgSzY470TrGqy3hixfhhu+DDs2Ex6rUan6RwmGJZLsPl3MLuuSDZEdxH7zvQEMw1Y28LV29VGOcOIgpmGygr2bJurT2//+s/Bhk/+HZvNr+XoeMdedMPyCLa06sb8uiK5ED3IsdCCGcHa+42Jl1OxMQ6iYB8qu56dYI+2tfrj1/ufBhs+uXdsru7hfAVDf2iDbFgWwRZXtVlYVyQToofpF47BTNewbeHsLzfpgxwf/vK3FyfYH79Wv5vbKrd6Gz0y79icfs1HZzhy+EQ1LIdgy6UX1hVJL71YIey5MUx4tHqieTiK+DIUzG/BXl6cY95zuKAPcjjBvrxzvcEP1XZvw/KNJe1dDqn0yvuCUxi9hnWrwPJXnoJaeLM3TGdKpDma5wzPgw0E6x2DNY+7eL+zkU+wZ1+wZ07Bnkr4NaFXXXqrwNLL7s8wimBVq9UY1pvJ0czn8EcRGxk/fqtBMEfGrknW7uFkhfnTylVlSqcrtYu4vqjo8roiadVXKwQ8N9XPu9EAABB8SURBVAaSYPWZ5WYuovHHtlWNYIPzYPVd1Y8CB2H7Eyy3XhPRWZi1QTMsUbCARXtX1hVJKr9eYf25MZAEG82m/2hmcLQzEqdmcpQYrGc/BnPk2rHZm69RhZVJUU+UwKYJFlKPuK5IBNIFa2YYtt2+S0+w3lxEK2OBIY4MgpUdReTwq19hWS971bDowCYJFlSNtK5IFPIFE0myYC+P9pRXcx7M2/DJs2M59OpVWNPrSjMs5fOH1SKsKxIJBCORLli5mRwszZeVqvttfcY8wTD65w+9Zkr0uiLRQDAS6YIVm4vI6JfRKkyvq73yZVxgyZ8/+JpEkeuKEIBgJNIFq37xJtD3NjzSdyyPXtfe/OywpzxFG0b9/OFFotYVIQHBSGQQjPf7YK7dYmq+rvF6XQmGET9/RImIdUWIQDAS0r/R/GRg8+tK0OvqLo+eN/4T5FY4zTAIRkK4YE8t9L27CFGwSMMonz/ukrBBFSBYeWQLxu4XUbBYwwifP/KSy2EVUgyDYCQOLRjpAMy9M/P/bGN8I3jOtKV0EiEYiQML5sQi+eWasNDERn9+rrkiG60rEpcVCEaAtmP4BPO0ovgVaVjs5+eb7bjNuiJxWYFgBIh7hsmvfqtFe3etYQGPjasQefgVV2GTdUUKhUwiwgW7Mvg16hMS3517V+lTcQdQ/IqosMW6IoVCJhHpguU+AzY1pEEVLLyTGFOBJkBEhQ3WFSkUMomIFyznstMzAxr0I0TzIyCwsuLPrvDEcw/LgQSbHS6kHyHaH2nfN+5TpANHKgLBSBxGsIXR+IQhGPszZcWMHqTDr6gKbR3mCsPnHpZjCLZ8ritlCMb+XAts+FmqQoPohdcVKRQyiRxAsNWpGilDMO7nSmDlzbMou65IoZBJRL1gARM1ksY43S+0dXd7JE12FzNXZOa5h0W3YGHToFIqhBkm8cskJdcVKRQyiWgWLHSWYVIbGWRY0PeNS38dsti6IhCsACk7h/S0iDm8aZ3Q9jR49MWFPFL9on7jjLlC99zDolSwqCnyiYIFGCZ0zaci64rY5x4WjYLFfgElcRglwDCpqxYWWFfEPfewqBOM8P3J1BMB3VzJiEuUe2y47i77uiLNcw+LMsFI355MFmzVsKUKyYdfqxWW4F1XpHvuYdEkGO27yRlOZa8atlAhj1/0z8C5roj33MOiRzCqXjkmY3lfqJkM7HyFXJd4pX8GvnVF/OceFiWC0e0KrbDI04phsxWyXUI54TNwrSvSe+5hUSFYkl5ZphOvGDZXQcYlynnWFek/97DsX7BEuwIqhLBs2EyFfH6lfQYIxsfOBaMtahhTIRR/XYOROJMVMg1vLFQIJvu6IqPnHpZdC5bDruUK4TwtGTZVIatfyYLlXVdk/NzDsl/BMtm1UCGOJcMmKmTVK/kz5F1XZOK5h2WvguXTK9uiBL3Fr/qJHVfI7FfyZ8i5rsjUcw/LLgXLadd0BQpP84aNKuT2K/0zZFtXZPq5h2V/gmUZ11isQGVo2GyFvIdfUxUIZFpXZOa5h2VvgmW3a1Qhgf4KqV5g+xUY/MrxGbKsKzL33MMiXjDfJw67rjkFm+sk9iow6JXnM2RYV2T2uYdFumCeU0x6ZRRs1jC/AotfeT5D8roi8889LMIFe98ccbHZdc0p2JxhXgUevzJ9hrR1ReYpFDKJyBbsfQ/6Dl4mo2Cjw7C7fgWOw69+hTRS1hVZoFDIJLIbweh7d5Wsgk0a1lRg8yvbZ6CvK7JEoZBJZC+C0XfuOjkFmzbMVWDTK+NnoK4rskihkEkEgmUWbNBJNIF1DRejXxk/A21dkWUKhUwisgW7lvArt2BjwwysfuX8DIR1RdYoFDKJCBeMdfSwIa9gs4Zx+vVjRbYXi15XZJVCIZOIdMGu/H7lFmw8kljEL27DIBgJ8YJljz9/hdHJMG7BfvyxgGEQjAQEY6gw/GrYj/V/ccSUoz1rkYh1RUIoFDKJQDCOCr5hkWYlke8TBK8rEkShkEkEgrFUaAWzwY/vIW4tWOC6IoEUCplEIBiPYNYwm/oyQxyZBQtaVySUQiGTCATjqVAb1mae169ec5fxVdfXFQmmUMgkAsGYKvTyzv0ZXDHW4zAIRgKCsVQYNCfsn6Gpllex5XVFIigUMolAMIYKJub+SGLBz5BVMQiWDATLXaFtvLYRLK9is+uKxFEoZBKBYHkreH1Drwkr/BnyKTa3rkgkhUImEQiWs0I/2Z1hxT9DNsWm1xWJpVDIJALB8lUYpbo1bIPPkEuxqXVFoikUMolAsEwVJk9DbShYNsVG64oQKBQyiZQSTDlWr9HNT08bvJeO6TcVS2VYhvdyVMS3YLlnAE2Q3L7MtxWuk7hZK5ylFeutK0KiUMgkIl2w/HPsxiTGf/EdbixYHsW8dUVoFAqZRIQLxjGLdURK/Nfenm3CNj2OzPAPmPqV0UIhk4hswXjmiQ9hbV+NYRsP1KT/CyYaVihkEoFg9PiHvTEBgiUrlrrsQaGQSQSCEeMf/LbqJmxzwRIVg2Bk9iIYp2SEdxfzhp4M0SXiCPgMCf+GEIyMbMG6QQ5OyaLfXeQ7KWFY0Gcg/wtCMDLCBes1FVySRb672Pfw9FTAsMDPQP33wyAHFemCDU80c0gW8+7iqz89lTAs+DMQ//UwTE9EvGAT0cktWfi7o9QVJhhVMZxoprFHwWpyShb67mgFn55KKBb1L0z6IJgqRWKvgtXkkix8gIBS6mkM4VXWYD6OjK8weO5h2bNgNTkkCx3iJhbxtOLTjHskFIIR2btgNamS8Z6knRimZ/CMei6PtYL33MOiQbCaFMl4pxldrVDTt2bTjD4bJfCxSW+yUMgkokWwGqpkSxX4j/LyeEb8Fw7+dGlvr1DIJKJJsJofCZatDaPE1I+t0JCqWdpcmdVHJf4BKBQyiWgTrCZWsrkK+U62BX8GsmeJp/JXPmZqE1soZBLRKJghQrKFM22k0qEVZiFoljRff/WjQjAyagWrCZRsbkWmfPOxaJ8hxjOGZQ+epqC9fKGQSUS1YDUBkk2vKZhzumPKZwjKd/pApPnIk05BsBTUC1azIhnXqrizFSgsxpwS/pE7Q8WmHkx884VCJpFDCFazIJlfIXvjNaqQxLRmQfEPaJwWPnuSXxCMH+quyfp1+2nJvFt49Mq/ZEBfjOVGZ96nCeY/f4pfEIwf8r7JHc6RZN0mk11XrjU5VtukdaHGzP4jYKoUicMJVuNL1v7OpxfzojdpQo2Z+YeAYCQOKVjNjxOwFKrhXVUqg1R9Jv8xIBiJwwpWU0gv9mXbMvt1nVQMgpE4tGBX0SsvRpDbr+uEYhCMBATTIFiGE81jBv8qEIzE0QWTf3mJDSv0/mEgGInDC7aHCyRtV6H7t0n6RyoUMolAsF1c4m+7Ck6xtD9DhUImEQiGCitkGGktFDKJQDBUWCXZsEIhkwgEQ4V1IBgZCIYK60AwMhAMFdaBYGQgGCoEgEEOKhAMFULAMD0RCIYKQeBEMw0Ihgr8FQqFTCIQDBX4KxQKmUQgGCrwVygUMolAMFTgr1AoZBKBYKjAX6FQyCQCwVCBv0KhkEkEgqECf4VCIZMIBEMF/gqFQiYRCIYK/BUKhUwiEAwV+CsUCplEIBgq8FcoFDKJQDBU4K9QKGQSgWCowF+hUMgkAsFQgb9CoZBJBIKhAn+FQiGTSCnB6HzzDSoco4JKIBgqSKmgEgiGClIqqASCoYKUCiqBYKggpYJKIBgqSKmgEgiGClIqqES+YADsGAgGACMQDABGIBgAjEAwABiBYAAwAsEAYASCAcCIJME+vb2/v//rP+3Gl3fVxg/dnV/evZl6GF+FH0bPzljBPvS7f7FVMHcQ/51CP8NjXeCn+Nc/FIIEe7SRsHvT7OT7+y6Cj/dvJh7GUuEDPZuBFWr++PWeIlhgBXcP5UMEVmgUfjP9KsAiR7Bnu0sf7//yN7P33pi922j02OzJ3sNYKlS3/dTcz1PB8OGeIlhohWdy8AMrVH8ffjCfIn4/HAo5gj26nWj+RD7b8H16a/8Cm7+jb8YP46zQ3MNQodkkCBZa4ZHYxQ2u4O6pDEMTtoQYwf741f0pNH973V6u/kz+9GL+2L9xf5L7D+Oo0PDlXbRgERWqW/8n4RgstEL7uGiC9wOOvoIQI1hLvQfbvfzB9kOqraFQ9D5QYAXiGERghap9SCmwVuHLu+/+31vqUFBIBcKfn2MiTjDzp7HdfV0HZBD/hL+gYRXskRhXhbqDlSLYWoVmjIPtM9RvvjpawxHYGuIE+1D37dsd+zwn2AfSEFxwhcek6KxW+PKuevUUwdYquJGKT2/Jn2KlQvXm/508mnskpAn27AavVgR7puc/pEL15zshOusVzKFNgmCrFT60P4kfYq3CsxvtSNgRx0CYYG5/rQmW7FdAG0nuI65XsM0vXbDgz0CusVrhufn7g1HEZWQJ1pxVWTlCSjj5EljBbpPCuV7BddzIgkV8Bsq5hqAKbeczaajmAEgSrOqYuf05GL2q6aLTPYyrgoUUnZAKbqYIcaKFjM/QmktU+DAIEsyfO/Rou2feWGEbHeIUo+AK7S2UcAZVSBIs8DOQzxbGVkALtowcwXriDGYQvHRRyeTXQoXH9kgpOpyBFSzU1iXsMzTTMX5iq5A4jHIQ5AjWG3gfzYEbDBBwVnCjG5SBlMAKL64O4ZPEfob4EuEVfnjBKOIqYgRrJme7qdvP3a+WdgZB72EMFdp74v/4B1cwUAQLrkD+RgD/v9KxECPY831vx46+h+SdfyEKFlihuYc21T2wQg1FsMjPQBhBD69gThZihGMFMYIBoBEIBgAjEAwARiAYAIxAMAAYgWAAMALBAGAEggHACAQDgBEIBgAjEAwARiAYAIxAMAAYgWAAMALBAGAEggHACARL5Hw6veq2fv/5dHrY7s0AcUCwRD5/7yt16ekGAARL5XY6/ekf7veP33a/A/ACwTJQdRJf29/QQQRDIFgyVSfxq1/Mb+gggiEQLJ2qk/j1by/GNPMTgBYIlk7dM6w7ieemJXO3nTzf6rGQU9OXrO58qA7XTH/SPrB7ItAFBMtAJUtlyK09FjOdRYvrMp6bbTMGUkn139zGrXcHUAcEy0F98FVZ0zZYF9d4NSfJLta9uhmrt+tWqzLy9/9dq2keiKM3rUCwHNTG/Lnr51XaOF0u5sZKLLvtjtK60cZL03Kd0YTpBIJlwRxReR3ExpZKpVf1KIhzr9qs73E/XhoBgV4gWB4u3oiGtcpy7g8snhvB3K233kgI0AcEy0PVhLUNmBsxHI1emAFDJ1hjoBv9eD16QaADCJaHFcFuvU2/iTOdSwzUqwWC5WEgWH9I0J7rqgc2ziPBursxyUojECwPvmD+gL3h0vYBJwVzD8GxmEYgWB58wbwpHca1TriqbesJ1jsYwzi9RiBYHnqCNaePzbHXg9eiXYbHYBdvAB8tmEYgWB56gtUiGXFcx8/N0zCDH/XtnWDN1zXxRRetQLA89AXr5iI20+zd1t+bCb6vuuedMFKvGAiWh4Fgw0nyZzdCbwcYe4McF39SMNAGBAOAEQgGACMQDABGIBgAjEAwABiBYAAwAsEAYASCAcAIBAOAEQgGACMQDABGIBgAjEAwABiBYAAw8h9z0K6pWDZupgAAAABJRU5ErkJggg==" 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" width="432" /></p>
406   -<p>Como se puede observar, en <em>Estados Unidos</em> se presenta una tendencia mayor a recibir los tipos de ataques que parecen menos afectados por la ISO 27001, mientras que en <em>Japón</em> parecen matenerse. Se representarán las tendecias para cada técnica en ambos paises.</p>
407   -<p><img 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" width="432" /></p>
408   -<p>Para <em>DDoS</em>, la pendiente de la tendencia es menor en <em>Estados Unidos</em>(-22.4) que en <em>Japón</em>(-0.2).</p>
409   -<p><img src="data:image/png;base64,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" 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" width="432" /></p>
410   -<p>Para <em>Defacement</em>, la pendiente de la tendencia es menor en <em>Estados Unidos</em>(-1.8) que en <em>Japón</em>(-0.8), aunque es muy parecida.</p>
411   -<p><img src="data:image/png;base64,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" 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" width="432" /></p>
412   -<p>Para <em>Injection</em>, la pendiente de la tendencia es menor en <em>Estados Unidos</em>(-55.1) que en <em>Japón</em>(-3.9).</p>
413   -<p><img src="data:image/png;base64,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" 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" width="432" /></p>
414   -<p>Para <em>Otros</em>, la pendiente de la tendencia es mayor en <em>Estados Unidos</em>(-55.1) que en <em>Japón</em>(-3.9).</p>
  520 +<p>Observando las gráficas, parece que se cumplen las conclusiones del apartado previo en el que ciertos tipos de ataques presentan una tendencia negativa ante la ISO 27001, mientras que otros se mantienen o incluso aumentan, lo que parece indicar que la certificación no es lo suficientemente efectiva ante ellos. No obstante, estudiaremos cada caso individualmente en ambos paises para buscar una explicación a las tendencias de <em>Estados Unidos</em>.</p>
  521 +<p><img 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" 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" 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" 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" 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" 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" 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" width="432" /></p>
  522 +<p>Tras analizar las gráficas, se puede comprobar que se cumplen las premisas, los ataques contra los que la ISO 27001 es efectiva presentan en ambos paises una tendencia al descenso, mientras que los calificados como <em>Otros</em> ascienden o se mantienen. No obstante, se procederá a dibujar la tabla de pendientes.</p>
  523 +<table>
  524 +<thead>
  525 +<tr class="header">
  526 +<th align="left">Ataque</th>
  527 +<th align="right">Pendiente.Estados.Unidos</th>
  528 +<th align="right">Pendiente.Japón</th>
  529 +</tr>
  530 +</thead>
  531 +<tbody>
  532 +<tr class="odd">
  533 +<td align="left">DDoS</td>
  534 +<td align="right">-22.4</td>
  535 +<td align="right">-0.2</td>
  536 +</tr>
  537 +<tr class="even">
  538 +<td align="left">Defacement</td>
  539 +<td align="right">-1.8</td>
  540 +<td align="right">-0.8</td>
  541 +</tr>
  542 +<tr class="odd">
  543 +<td align="left">Injection</td>
  544 +<td align="right">-55.1</td>
  545 +<td align="right">-3.9</td>
  546 +</tr>
  547 +<tr class="even">
  548 +<td align="left">Otros</td>
  549 +<td align="right">21.2</td>
  550 +<td align="right">0.0</td>
  551 +</tr>
  552 +</tbody>
  553 +</table>
  554 +<p>Se puede apreciar que el motivo por el que incluso en la actualidad <em>Estados Unidos</em> recibe más ataques (en número) en nuestra fuente de datos es porque tiene un mayor porcentaje de ataques aparentemente infalibles contra la certificación ISO 27001. No obstante, el hecho de que en dicho pais la pendiente del descenso en ataques sea tan baja sigue sin una explicación directa en relación a otro pais.</p>
  555 +<p>En conclusión, parece que la certificación ISO 27001 es más efectiva en <em>América</em> que en <em>Asia</em> y <em>Europa</em>, aunque la primera sigue recibiendo muchos más ataques en número.</p>
415 556 </div>
416 557 </div>
417 558 <div id="conclusiones" class="section level2">
418 559 <h2>Conclusiones</h2>
  560 +<p>Al final de cada apartado se han definido las conclusiones referentes al mismo, no obstante se realizará un resumen y se completarán punto por punto sin tener en cuenta que, en ocasiones con una alta probabilidad, muchas cosas podrían explicarse mediante factores externos o por el un poquito deficiente origen de datos de ciberataques.</p>
  561 +<ul>
  562 +<li><p>La certificación ISO 27001 parece afectar positivamente a la seguridad en las empresas, generando un descenso en el número de ciberataques producidos.</p></li>
  563 +<li><p>La revisión y actualización de la norma parece generar un mínimo en los periodos inmediatamente consecutivos a su implementación. Aunque, también parece que los ataques se adaptan y reaccionan a algunas circunstancias como puede observarse en la evolución mes a mes del primer apartado.</p></li>
  564 +<li><p>La certificación ISO 27001 parece no ser igual de efectiva ante todas las técnicas de ciberataques, concretamente parece especialmente efectiva contra: <em>Injection</em>, <em>Defacement</em> y <em>DDoS</em>. Curiosamente las dos primeras refentes a los sitios web de las empresas.</p></li>
  565 +<li><p>La certificación ISO 27001 parece no ser igual de efectiva en todas las regiones, independientemente de los tipos de ataque recibidos en cada una de ellas, parece que en la región de <em>América</em> funciona mejor que en <em>Europa</em> y <em>Asia</em>. Esto puede que se deba a las costumbres de la zona, u a otras normas de seguridad que se apliquen conjuntamente en esta región.</p></li>
  566 +</ul>
  567 +<p>Por lo tanto, podemos contestar a la pregunta que titula este estudio afirmativamente. De hecho, no solo podemos contestar a la pregunta de una forma general, si no que podemos aportar detalles sobre el comportamiento de la misma.</p>
419 568 </div>
420 569 <div id="trabajo-futuro" class="section level2">
421 570 <h2>Trabajo futuro</h2>
422   -<p>Como trabajo futuro, el estudio podría seguir diversas líneas de investigación, resumidas en los siguientes puntos:</p>
  571 +<p>De cara a un futuro, el estudio podría seguir diversas líneas de investigación resumidas en los siguientes puntos:</p>
423 572 <ul>
424   -<li>Mejorar la fuente de datos de ciberataques. Una fuente cuya administración, recopilación y mantenimiento no dependiera de una sola persona y fuera más constante, homogenea y detallada.</li>
425   -<li>Conectar los datos sobre web sites certificados por pais que nos provee la fuente de datos de certificaciones.</li>
426   -<li>Homogenizar los nombres y conectar los datos sobre sectores industriales que nos proveen ambas fuentes.</li>
427   -<li>Investigación más a fondo de los cambios realizados sobre la norma 27001, como la 27001:2013, para relacionarlos con las irregularidades en las curvas de ataques.</li>
428   -<li>Incorporar nuevas variables que puedan afectar al estudio, como parches importantes u otras normas parecidas.</li>
  573 +<li><p>Mejorar la fuente de datos de ciberataques. Una fuente cuya administración, recopilación y mantenimiento no dependiera de una sola persona y fuera más constante, homogenea y detallada.</p></li>
  574 +<li><p>Conectar los datos sobre web sites certificados por país que nos provee la fuente de datos de certificaciones.</p></li>
  575 +<li><p>Homogenizar los nombres y conectar los datos sobre sectores industriales que nos proveen ambas fuentes.</p></li>
  576 +<li><p>Investigación más a fondo de los cambios realizados sobre la norma 27001, como la 27001:2013, para relacionarlos con las irregularidades en las curvas de ataques.</p></li>
  577 +<li><p>Incorporar nuevas variables que puedan afectar al estudio, como parches importantes u otras normas parecidas.</p></li>
429 578 </ul>
430 579 <p>Creemos que la investigación de estas cuestiones puede dar más robustez a las conclusiones expuestas en este estudio.</p>
431 580 </div>
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