Imanol-Mikel Barba Sabariego / DDS · Commits

Commit 58c7c07c3462d14e1136c6937b11e7785ecbff00

Authored by Miguel Tuñón
1 parent a947c3a7

Added geolotacion evolution to main report body and implemented the required fun… 

…ctions to draw graphs in the package
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Showing 81 changed files with 367 additions and 15 deletions
ISO27001effectiveness/DESCRIPTION
  View file @58c7c07
... ... @@ -2,7 +2,7 @@ Package: ISO27001effectiveness
2 2 Type: Package
3 3 Title: Study about how ISO27001 certifications affect cyberattacks
4 4 Version: 0.1.0
5   -Author: Miguel Tuñon, Patricia Lopez, Sara Queipo, Imanol-Mikel Barba
  5 +Author: Miguel Tuñon, Patricia Lopez, Sara Queipo, Imanol-Mikel Barba
6 6 Maintainer: The DDS development team <none@gmail.com>
7 7 Description: Compare the cyberattacks reported in hackmaggedon website with data
8 8 obtained from the official ISO survey to 27001. Working around countries,
... ... @@ -14,4 +14,5 @@ RoxygenNote: 5.0.1
14 14 Imports: xlsx,
15 15 ggplot2,
16 16 countrycode,
17   - dplyr
  17 + dplyr,
  18 + tidyr
... ...
ISO27001effectiveness/R/Libraries.R
  View file @58c7c07
... ... @@ -2,3 +2,4 @@ library(xlsx)
2 2 library(ggplot2)
3 3 library(countrycode)
4 4 library(dplyr)
  5 +library(tidyr)
... ...
ISO27001effectiveness/R/ReportGraphs.R
  View file @58c7c07
  1 +
  2 +#----------------------------------------------------------------
  3 +#-------------------------General evolution----------------------
  4 +#----------------------------------------------------------------
  5 +
1 6 GetAttacksEvolution <- function(Attacks){
2 7  
3 8 attacks.evol <- mutate(Attacks, Year = format(Attacks$Date, "%Y")) %>% group_by(Year)
... ... @@ -49,7 +54,6 @@ GetCertsEvolution &lt;- function(Certs){
49 54  
50 55 }
51 56  
52   -
53 57 GetAttacksMonthEvolution <- function(Attacks){
54 58  
55 59 attacks.evol <- mutate(Attacks, Year = format(Attacks$Date, "%Y-%m")) %>% group_by(Year)
... ... @@ -77,6 +81,9 @@ GetAttacksMonthEvolution &lt;- function(Attacks){
77 81  
78 82 }
79 83  
  84 +#----------------------------------------------------------------
  85 +#-------------------------Attack type evolution------------------
  86 +#----------------------------------------------------------------
80 87  
81 88 GetAttackTypePie <- function (Attacks){
82 89  
... ... @@ -101,7 +108,7 @@ GetAttackTypePie &lt;- function (Attacks){
101 108 theme(plot.title = element_text(hjust = 0.5),
102 109 axis.title.x=element_blank(),
103 110 axis.title.y=element_blank()) +
104   - ggtitle("Attack type pie")
  111 + ggtitle("Attacks pie")
105 112  
106 113 graph1
107 114 }
... ... @@ -160,7 +167,6 @@ GetAttackTypeEvolution &lt;- function(Attacks){
160 167  
161 168 }
162 169  
163   -
164 170 GetAttackTypeTopEvolution <- function(Attacks){
165 171 Attacks.pre <- mutate(Attacks, Year = format(Attacks$Date, "%Y")) %>% group_by(Year, Attack.standar)
166 172 Attacks.pre <- as.data.frame(table(Attacks.pre$Year, Attacks.pre$Attack.standar))
... ... @@ -251,8 +257,253 @@ GetAttackTypeTopEvolution &lt;- function(Attacks){
251 257  
252 258 }
253 259  
  260 +#----------------------------------------------------------------
  261 +#-------------------------Geolocal evolution---------
  262 +#----------------------------------------------------------------
  263 +
  264 +GetContinentPie <- function (Attacks, Cert_PerCountry){
  265 +
  266 + attack.pie <- group_by(Attacks, Continent)
  267 + attack.pie <- as.data.frame(table(attack.pie$Continent))
  268 + attack.pie <- setNames(attack.pie, c("Continent", "Count"))
  269 +
  270 + attack.pie <- attack.pie[attack.pie$Continent != "",]
  271 + #attack.pie <- attack.pie[attack.pie$Count > (sum(attack.pie$Count) * 0.01),]
  272 +
  273 + graph1 <- ggplot(data=attack.pie,
  274 + aes(x=factor(1),
  275 + y=Count,
  276 + fill=Continent)) +
  277 + geom_col(width = 1, color='black') +
  278 + geom_label(aes(label=paste(round(100 * attack.pie$Count / sum(attack.pie$Count), 2), "%")),
  279 + vjust=c(-2.5, 0, 2, 0, -2.5),
  280 + hjust=c(1.4, 1, 0.5, 0.5, 0)) +
  281 + coord_polar(theta="y") +
  282 + scale_x_discrete(labels = c("")) +
  283 + scale_y_discrete(labels = c("")) +
  284 + theme(plot.title = element_text(hjust = 0.5),
  285 + axis.title.x=element_blank(),
  286 + axis.title.y=element_blank()) +
  287 + ggtitle("Attacks")
  288 +
  289 + cert.pie <- mutate(Cert_PerCountry, Total = X2011 + X2012 + X2013 + X2014 + X2015) %>%
  290 + group_by(Continent)
  291 + cert.pie <- data.frame(Continent = c("Asia", "Europe", "Africa", "Americas", "Oceania"),
  292 + Count = c(sum((cert.pie[cert.pie$Continent == "Asia",])$Total),
  293 + sum((cert.pie[cert.pie$Continent == "Europe",])$Total),
  294 + sum((cert.pie[cert.pie$Continent == "Africa",])$Total),
  295 + sum((cert.pie[cert.pie$Continent == "Americas",])$Total),
  296 + sum((cert.pie[cert.pie$Continent == "Oceania",])$Total)))
  297 + graph2 <- ggplot(data=cert.pie,
  298 + aes(x=factor(1),
  299 + y=Count,
  300 + fill=Continent)) +
  301 + geom_col(width = 1, color='black') +
  302 + geom_label(aes(label=paste(round(100 * cert.pie$Count / sum(cert.pie$Count), 2), "%")),
  303 + vjust=c(0, -1.5, -2.5, -2.5, -2.5),
  304 + hjust=c(0.5, 0.2, 0.5, 1.8, -0.5)) +
  305 + coord_polar(theta="y") +
  306 + scale_x_discrete(labels = c("")) +
  307 + scale_y_discrete(labels = c("")) +
  308 + theme(plot.title = element_text(hjust = 0.5),
  309 + axis.title.x=element_blank(),
  310 + axis.title.y=element_blank()) +
  311 + ggtitle("ISO 27001")
  312 +
  313 + list(graph1, graph2)
  314 +}
  315 +
  316 +GetContinentAttacksEvolution <- function(Attacks){
  317 +
  318 + attacks.evol <- mutate(Attacks, Year = format(Attacks$Date, "%Y")) %>% group_by(Continent, Year)
  319 + attacks.evol <- as.data.frame(table(attacks.evol$Continent, attacks.evol$Year))
  320 + colnames(attacks.evol) <- c("Continent", "Year","Attacks")
  321 +
  322 + attacks.evol <- attacks.evol[attacks.evol$Continent != "Oceania",]
  323 + attacks.evol <- attacks.evol[attacks.evol$Continent != "Africa",]
  324 +
  325 + graph1 <- ggplot2::qplot(main = "Cyberattacks evolution",
  326 + x = attacks.evol$Year,
  327 + y = attacks.evol$Attacks,
  328 + group = Continent,
  329 + xlab = "Years",
  330 + ylab = "Attacks",
  331 + data = attacks.evol,
  332 + geom = "point",
  333 + color = Continent) +
  334 + geom_line() +
  335 + theme(plot.title = element_text(hjust = 0.5))
  336 +
  337 + graph1
  338 +
  339 +}
  340 +
  341 +GetContinentCertsEvolution <- function(Cert_PerCountry){
  342 +
  343 + certs.evol <- gather(Cert_PerCountry, "Year", "Certs", 2:6) %>% group_by(Continent, Year)
  344 +
  345 + certs.evol <- summarise(certs.evol,
  346 + #Continent = Continent,
  347 + #Year = Year,
  348 + Certs = sum(Certs))
  349 + certs.evol$Year <- substr(certs.evol$Year,2,5)
  350 +
  351 + certs.evol <- certs.evol[certs.evol$Continent != "Oceania",]
  352 + certs.evol <- certs.evol[certs.evol$Continent != "Africa",]
  353 +
  354 + graph1 <- ggplot2::qplot(main = "ISO 27001 evolution",
  355 + x = certs.evol$Year,
  356 + y = certs.evol$Certs,
  357 + group = Continent,
  358 + xlab = "Years",
  359 + ylab = "Certifications",
  360 + data = certs.evol,
  361 + geom = "point",
  362 + color = Continent) +
  363 + geom_line() +
  364 + theme(plot.title = element_text(hjust = 0.5))
  365 +
  366 + graph1
  367 +
  368 +}
  369 +
  370 +GetContinentAttacksTopEvolution <- function(Attacks){
  371 + attacks.evol <- mutate(Attacks, Year = format(Attacks$Date, "%Y")) %>% group_by(Year, Continent)
  372 + attacks.evol <- as.data.frame(table(attacks.evol$Year, attacks.evol$Continent))
  373 + attacks.evol <- setNames(attacks.evol, c("Year", "Continent", "Count"))
  374 + attacks.evol <- attacks.evol[attacks.evol$Continent != "",]
  375 +
  376 + attacks.evol <- spread(attacks.evol, "Continent", "Count")
  377 +
  378 + graph1 <- ggplot(data = attacks.evol,
  379 + aes(x = Year, y = Americas, group = 1)) +
  380 +
  381 + geom_line() +
  382 + geom_point() +
  383 +
  384 + theme(plot.title = element_text(hjust = 0.5)) +
  385 + ggtitle("Americas") +
  386 + xlab("Years") + ylab("Attacks")+
  387 + stat_smooth(method = "lm", se = FALSE, aes(outfit=fit<<-..y..))
  388 +
  389 + graph2 <- ggplot(data = attacks.evol,
  390 + aes(x = Year, y = Asia, group = 1)) +
  391 +
  392 + geom_line() +
  393 + geom_point() +
  394 +
  395 + theme(plot.title = element_text(hjust = 0.5)) +
  396 + ggtitle("Asia") +
  397 + xlab("Years") + ylab("Attacks")+
  398 + stat_smooth(method = "lm", se = FALSE, aes(outfit=fit<<-..y..))
  399 +
  400 + graph3 <- ggplot(data = attacks.evol,
  401 + aes(x = Year, y = Europe, group = 1)) +
  402 +
  403 + geom_line() +
  404 + geom_point() +
  405 +
  406 + theme(plot.title = element_text(hjust = 0.5)) +
  407 + ggtitle("Europe") +
  408 + xlab("Years") + ylab("Attacks")+
  409 + stat_smooth(method = "lm", se = FALSE, aes(outfit=fit<<-..y..))
  410 +
  411 +
  412 + list(graph1, graph2, graph3)
  413 +
  414 +}
  415 +
  416 +GetContinentCertsTopEvolution <- function(Attacks){
  417 +
  418 + certs.evol <- gather(Cert_PerCountry, "Year", "Certs", 2:6) %>% group_by(Continent, Year)
254 419  
  420 + certs.evol <- summarise(certs.evol,
  421 + #Continent = Continent,
  422 + #Year = Year,
  423 + Certs = sum(Certs))
  424 + certs.evol$Year <- substr(certs.evol$Year,2,5)
  425 +
  426 + certs.evol <- spread(certs.evol, "Continent", "Certs")
  427 +
  428 + graph1 <- ggplot(data = certs.evol,
  429 + aes(x = Year, y = Americas, group = 1)) +
  430 +
  431 + geom_line() +
  432 + geom_point() +
  433 +
  434 + theme(plot.title = element_text(hjust = 0.5)) +
  435 + ggtitle("Americas") +
  436 + xlab("Years") + ylab("Certifications")+
  437 + stat_smooth(method = "lm", se = FALSE, aes(outfit=fit<<-..y..))
  438 +
  439 + graph2 <- ggplot(data = certs.evol,
  440 + aes(x = Year, y = Asia, group = 1)) +
  441 +
  442 + geom_line() +
  443 + geom_point() +
  444 +
  445 + theme(plot.title = element_text(hjust = 0.5)) +
  446 + ggtitle("Asia") +
  447 + xlab("Years") + ylab("Certifications")+
  448 + stat_smooth(method = "lm", se = FALSE, aes(outfit=fit<<-..y..))
  449 +
  450 + graph3 <- ggplot(data = certs.evol,
  451 + aes(x = Year, y = Europe, group = 1)) +
  452 +
  453 + geom_line() +
  454 + geom_point() +
  455 +
  456 + theme(plot.title = element_text(hjust = 0.5)) +
  457 + ggtitle("Europe") +
  458 + xlab("Years") + ylab("Certifications")+
  459 + stat_smooth(method = "lm", se = FALSE, aes(outfit=fit<<-..y..))
  460 +
  461 +
  462 + list(graph1, graph2, graph3)
  463 +
  464 +}
  465 +
  466 +GetCountriesCol <- function(Attacks, Cert_PerCountry){
  467 +
  468 + certs.evol <- gather(Cert_PerCountry, "Year", "Certs", 2:6) %>% group_by(Continent, country_short)
  469 +
  470 + certs.evol <- summarise(certs.evol,
  471 + Certs = sum(Certs))
  472 +
  473 + graph1 <- ggplot2::ggplot(aes(x = reorder(country_short, Certs),
  474 + y = Certs),
  475 + data = certs.evol[certs.evol$Certs > (sum(certs.evol$Certs) * 0.02),]) +
  476 + geom_col(aes(fill = Continent)) +
  477 + theme(plot.title = element_text(hjust = 0.5)) +
  478 + ggtitle("ISO 27001") +
  479 + xlab("Country") + ylab("Certifications")
  480 +
  481 + attacks.evol <- mutate(Attacks, Year = format(Attacks$Date, "%Y")) %>% group_by(Year, Continent, Country)
  482 + attacks.evol <- as.data.frame(table(attacks.evol$Year, attacks.evol$Continent, attacks.evol$Country))
  483 + attacks.evol <- setNames(attacks.evol, c("Year", "Continent", "Country", "Count"))
  484 + attacks.evol <- attacks.evol[attacks.evol$Continent != "",]
  485 + attacks.evol <- attacks.evol[attacks.evol$Country != "",]
  486 + attacks.evol <- attacks.evol[attacks.evol$Country != "AU",]
  487 +
  488 + attacks.evol <- attacks.evol[attacks.evol$Count > (sum((attacks.evol[attacks.evol$Country != "US",])$Count) * 0.01),]
  489 + attacks.evol <- arrange(attacks.evol, Count)
  490 +
  491 +
  492 + graph2 <- ggplot2::ggplot(aes(x = reorder(Country, Count),
  493 + y = Count),
  494 + data = attacks.evol) +
  495 + geom_col(aes(fill = Continent)) +
  496 + theme(plot.title = element_text(hjust = 0.5)) +
  497 + ggtitle("Attacks") +
  498 + xlab("Country") + ylab("Attacks")
  499 +
  500 + list(graph1, graph2)
  501 +
  502 + }
255 503  
  504 +#----------------------------------------------------------------
  505 +#----------------------------------------------------------------
  506 +#----------------------------------------------------------------
256 507  
257 508  
258 509 GetBaseCertsGraph <- function(Cert_PerCountry, year){
... ...
ISO27001effectiveness/Report.Rmd
  View file @58c7c07
... ... @@ -5,13 +5,14 @@ output:
5 5 pdf_document: default
6 6 ---
7 7  
8   -```{r setup, include=TRUE, echo=FALSE, warning=FALSE, results='hide', message=FALSE}
  8 +```{r setup, include=TRUE, echo=FALSE, warning=FALSE, results='hide', message=FALSE ,cache=FALSE}
9 9  
10 10 library(knitr)
11 11  
12 12 knitr::opts_chunk$set(echo = FALSE)
13 13 knitr::opts_chunk$set(warning = FALSE)
14 14 knitr::opts_chunk$set(message = FALSE)
  15 +knitr::opts_chunk$set(cache = FALSE)
15 16  
16 17 devtools::load_all(".")
17 18 ```
... ... @@ -161,7 +162,83 @@ La tendencia con una mayor pendiente negativa es _Injection_ (`r slope3`) y junt
161 162 Por otro lado tenemos _DNS_ cuya tendencia también tiene una pendiente negativa (`r slope6`), pero es muy moderada y además podemos observar que los casos reportados en nuestra fuente de datos son mas bien escasos.
162 163  
163 164  
164   -### Evolución por tipo de ataque
  165 +### Evolución geográfica
  166 +
  167 +Este apartado estudiará la relación entre la certificación ISO 27001 y los ataques producidos, pero teniendo en cuenta la variable geográfica, ya que es posible que la certificación, aunque sea internacional, se implemente de una mejor o peor forma según la región geográfica. En primer lugar observaremos la comparación por continente.
  168 +
  169 +```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
  170 +graphs <- ISO27001effectiveness::GetContinentPie(Attacks, Cert_PerCountry)
  171 +graphs[[1]]
  172 +```
  173 +```{r fig.width=4.5, fig.height=3}
  174 +graphs[[2]]
  175 +```
  176 +
  177 +Se puede observar a simple vista que los continentes que reciben más ataques, por una cuestión lógica de superficie e intereses, son por orden América, Asia y Europa. En cambio los continentes que mas certificaciones ISO 27001 obtienen son por orden Asia, Europa y América. Tanto África como Oceania podemos descartarlos en este estudio ya que sus porcentajes no son relevantes. Observemos ahora cómo influye esto en el tiempo.
  178 +
  179 +```{r fig.width=4.5, fig.height=4,out.extra='style="float:left"'}
  180 +ISO27001effectiveness::GetContinentCertsEvolution(Cert_PerCountry)
  181 +```
  182 +```{r fig.width=4.5, fig.height=4}
  183 +ISO27001effectiveness::GetContinentAttacksEvolution(Attacks)
  184 +```
  185 +
  186 +Se puede observar que la tendencia de las certificaciones es creciente mientras que la de los ataques es decreciente, pero procederemos a comparar cada una individualmente para poder demostrarlo numéricamente y no solo aparentemente.
  187 +
  188 +```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
  189 +topAttacks <- ISO27001effectiveness::GetContinentAttacksTopEvolution(Attacks)
  190 +topCerts <- ISO27001effectiveness::GetContinentCertsTopEvolution(Cert_PerCountry)
  191 +topCerts[[1]]
  192 +slope_Ame_Cert <- (fit[5] - fit[1]) / 4
  193 +```
  194 +```{r fig.width=4.5, fig.height=3}
  195 +topAttacks[[1]]
  196 +slope_Ame_Att <- (fit[5] - fit[1]) / 4
  197 +```
  198 +
  199 +La pendiente de los ataques para _América_ es `r slope_Ame_Att` mientras que la pendiente de las certificaciones es `r slope_Ame_Cert`.
  200 +
  201 +```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
  202 +topCerts[[2]]
  203 +slope_Asi_Cert <- (fit[5] - fit[1]) / 4
  204 +```
  205 +```{r fig.width=4.5, fig.height=3}
  206 +topAttacks[[2]]
  207 +slope_Asi_Att <- (fit[5] - fit[1]) / 4
  208 +```
  209 +
  210 +La pendiente de los ataques para _Asia_ es `r slope_Asi_Att` mientras que la pendiente de las certificaciones es `r slope_Asi_Cert`.
  211 +
  212 +```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
  213 +topCerts[[3]]
  214 +slope_Eu_Cert <- (fit[5] - fit[1]) / 4
  215 +```
  216 +```{r fig.width=4.5, fig.height=3}
  217 +topAttacks[[3]]
  218 +slope_Eu_Att <- (fit[5] - fit[1]) / 4
  219 +```
  220 +
  221 +La pendiente de los ataques para _Europa_ es `r slope_Eu_Att` mientras que la pendiente de las certificaciones es `r slope_Eu_Cert`.
  222 +
  223 +Todas las pendientes podrían representar la relación que buscamos, en la que un aumento en las certificaciones produce un descenso en los ataques.
  224 +
  225 +El análisis puede aumentar en profundidad estableciendo superficies geográficas más pequeñas y asi obtener más precisión, observemos lo que ocurre a nivel de paises. Se mostrarán a continuación los paises que superan aproximadamente un 2% de los ataques/certificaciones totales ya que la lista total de paises es demasiado extensa.
  226 +
  227 +```{r fig.width=4.5, fig.height=3,out.extra='style="float:left"'}
  228 +top <- GetCountriesCol(Attacks, Cert_PerCountry)
  229 +top[[1]]
  230 +```
  231 +```{r fig.width=4.5, fig.height=3}
  232 +top[[2]]
  233 +```
  234 +
  235 +Como se puede observar en la parte de certificaciones destaca de largo Japón sobre los demás, que se encuentra bastante bajo en la lista de ataques. Y al reves pasa algo parecido, en los ataques destaca Estados Unidos por mucho mientras que ese mismo pais está muy bajo en certificaciones. A continuación observaremos la evolución temporal del top 3 paises en ataques recibidos y en certificaciones obtenidas, varios de ellos coinciden, tenemos por la parte de las certificaciones a _Japón_, por la parte de los ataques a _Estados Unidos_, y común a ambas _Reino Unido_ e _India_.
  236 +
  237 +
  238 +
  239 +
  240 +
  241 +# Viejo
165 242  
166 243 De los datos mostrados se pueden hacer diferentes observaciones:
167 244  
... ...
ISO27001effectiveness/Report.html
  View file @58c7c07
... ... @@ -340,15 +340,15 @@ $(document).ready(function () {
340 340 <div id="evolucion-general" class="section level3">
341 341 <h3>Evolución general</h3>
342 342 <p>En primer lugar, para saber si este estudio tiene sentido, se observará la evolución temporal tanto de los ciberataques reportados como de las certificaciones realizadas en busca de patrones que puedan indicar una relación entre ambas evoluciones.</p>
343   -<p><img 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" 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" width="432" /></p>
344 344 <p>Como se puede observar en las gráficas, el número de empresas que obtienen la certificación crece anualmente, mientras que el numero de ataques 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 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>. Para indagar un poco sobre este tema a continuación se representa la evolución de los ataques mes a mes, al aumentar la precisión en el eje X se puede observar mejor la tendencia y abstraernos un poco de esos errores humanos.</p>
345   -<p><img src="data:image/png;base64,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" 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" width="864" /></p>
346 346 <p>Podemos observar que la tendencia de los ataques tiene una pendiente negativa, mas pronunciada en el momento en que se realiza una actualización de las normas (27001:2013) y que presenta algo parecido, aunque muy moderada, a una recuperación, pasado un periodo de tiempo. También se podría relacionar la evolución de los ataques con la evolución de los certificados, si tenemos en cuenta el desplazamiento de un año para establecer la relación de causalidad. Por ejemplo podemos observar como los años en que menos crece el número de certificaciones (2012 y 2014), los ataques aumentan ligeramente en los años siguientes (2013 y 2015), mientras que en los años que mayor es el aumento de las mismas (2013 y 2015) la cantidad de ataques producidos disminuye para los años consecutivos (2014 y 2016).</p>
347 347 </div>
348 348 <div id="evolucion-por-tipo-de-ataque" class="section level3">
349 349 <h3>Evolución por tipo de ataque</h3>
350 350 <p>Podría darse el caso de que la certificación tenga uan efectividad mayor contra ciertas técnicas de ataque y que dicha efectividad se camufle entre el resto de técnicas, por ello contemplamos el estudio individual de los diferentes tipos de ataques definidos en nuestra fuente de datos. Existen multitud de ellos por lo que el estudio se tendrá que centrar en una pequeña parte de ellos, los más empleados. Para llevar a cabo esta elección se representan a continuación aquellos que representan al menos un 1% del total de ataques producidos.</p>
351   -<p><img 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" 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" width="864" /></p>
352 352 <p>Como se puede observar en el gráfico anterior, la mayor parte de los ataques registrados en nuestra fuente de datos emplean las siguientes técnicas, que serán las estudiadas a continuación:</p>
353 353 <ul>
354 354 <li><p>Injection: Cualquier tipo de inyeccion ya sea de código, SQL, etc</p></li>
... ... @@ -358,13 +358,35 @@ $(document).ready(function () {
358 358 <li><p>Malware: Programas que se ejecutan en el sistema victima para llevar a cabo actividades maliciosas.</p></li>
359 359 <li><p>DNS: Ataques basados en los servidores DNS de la victima, como el poisoning, que consigue retornar las IPs que no debería a cada petición.</p></li>
360 360 </ul>
361   -<p><img 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" 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" width="864" /></p>
362 362 <p>Como podemos observar en la evolución temporal reflejada en el gráfico, existen ciertas técnicas que mas o menos son constantes en el tiempo, y existen otras que tienen o podrian tener una pendiente negativa clara. Nos centraremos en aquellos tipos de ataques que muestran dicha tendencia al descenso y que podremos observar a continuación.</p>
363   -<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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dDUjX6fb9/+dd2MgDqZ7gt3Bg8sCvRAFIhlkK1Cx+LSBCrn8V1Orktsx9BlM/N82/RW98XoZ/Cgzo91Zn7M2bOhnrtpDYq6NQlk6eYKc/4UI52qgXm6LtqbzplDX6CDVYHoJ/9gECkLx7NWaOruZG37UnZUawI1OV8Tu5JiFETlhvZitrqaWFy6QOt5un772ZtAD3SBQg2yVehYXF2BfvljbQxkT6ANnRtmkK1Cx+IyBPryHzNnU8sWyNks7KE0aOLWvzMJMshWoWNxqQLt5q+J7jSpOqq7esmnXQfqPbApUL1L1FeHGGSr0LG4NIGaz6XOXFTfLkRXurhaiW79iWKQrULH4tIE2g8+lTFeSHy6rhqY2hZX58IejjtFfQd9SdFWoWNxSQJVt1Z4eSyXgL68m7gc6L5/Ncdh2zsBP3iQhEB0g2wVOhaXJFBtzZd3Zd/19ePEfaKrq36u+g9uph4kIRDZIFuFjsUlClRK06jz6PnvhY3DEYhqkK1Cx+IGCFTMxN5XD1z/rYxRGP48EIfStgodixsi0L4a/tQ9WSoCBU7j21AMslXoWFySQM010fvqTJjzP/d0kmgG2Sp0LC5JoHIa/6q6Kqj6y7spdWENN4ZBtgodi0sTqL65b7ucmNAguuMGC7RukK1Cx+LSBCovRCzanUetu7sYFEjfIFuFjsUlClT0XGW7U7ZECh2YQYEEBs0pZKvQsbhUgZRzvh0kc8MFWjHIVqFjcSFQJ5C2QbYKHYtLEmiw9LNPcRZWRtsgW4WOxQ0XaJfGPRInuByDFobStgodi7sm0NRdNlMViDMMWjDIVqFjcdcEGl0KlOw6UBVWEzRrkK1Cx+KuCnTaBGnM48+3g0FcVYNsFToWd1WgWiK9P3JgWiBeJzZjkK1Cx+JCoKFAigbZKnQsLkkg/ZxvBwO5MoMGCtkqdCwuSaA81oHq8ASaMshWoWNxwwVKdx2oCrMJmjDIVqFjcdcEymodqIqaQbYKHYu7JlBW60B1mAKdDKVtFToWd1WgrNaBqnCboLFBtgodi7sqUC1RLtP4KkoG2Sp0LC4EmuCyBRoYZKvQsbgkgQb5+jHtQfSDpAnqG2Sr0LG4oQIp/bWV8+0gi6tikK1Cx+IGCdQMqNMXSNCJHafztgodixsgUHOPqYl7KyQokIJBtgodi0sV6LGZw+v8wULzAukYxEcsxaFA3Q3KlPRxIJCkExP/ud7luBOoWYv+7n8/ZiWQxCCFvzo/H18CtQvR70d/di55gewa5Eqg2p/am8wEMmuQM4GOk67cBBINgyIa5Eyg4+nT/ASyaZArgbrVnzcZCiQ06CXSZMyZQN04OrNZWBWZQJEMcifQi/oyoh+BJAYV3CgGeRTouJaYy0p0E4lBJTeGQT4Feqn/cGou58K6CAWKMZR2K9BLO6LO4Gx8F0ET1HDVDfIsUHu7zXwEEhjUcrUN8i1QkX1WAvE7sY6rbJB7gTRyvh0Uc9lN0JGraxAE8iUQ26AeV3UyBoGcCcTtxPpcTYMgkLdsFI7K8TrXtIMWaCq8TmzI1WuD0AK5E4jXiY25WgZBIIcCcQw64SoZBIH8CcQy6JSrYxAEcigQpxOb4KoYBIFcChRu0BRXYygNgTwKxDBokqtgEARyKVC4QdNcuUEQyKdAwcOgGa7YoEsfh/G7IBBVoECDZrlCgy59HMbvgkBUbqBB81yZQRc/DqN3QSAyV0sgmUGXPw7Dd0EgukBBBi1xJQZd/jgM3wWB6Nwggxa5AoMMHIfBuyBQAFdNIMFkzMJx6L8LAoUIFGDQCpdtkIXj0H8XBArhBhi0xuUaZOI49N4FgYK4egJxDbJxHI7vgkBhApENInBZBtk4Dsd3QaAwLtkgCpdjkJHj0L0LAgVyNQXiGGTlOLTvgkChAhENonHDDbJyHNp3QaBQLtEgIjfYIDPHoXkXBArmqgoUPBmzcxzqd0GgcIFIBpG5YQaVN9ghgsMCgZhhcEklpHNDDKpvFEclhwQCMcPhUkoYwKUb1P7hWjKaHgjEDIurKxB5KH3808cBbGIgEDM8gdYrGMalGQSBUhGIYFAgl2QQBEpGoPVOLJRLMQgCJSTQWg2DuQSDIvoDgbjhcteqGM5dm4xtNmiBEhJorRNjcBcNaryp/o1hEARihi/QchE53AWDuman4kYwCAIxw+cuF5HFnTOo12vVXP1uDAIxI+DqCzQ9lB6MehquukEQiBmJQEsl5HJPDBoNmjuuskEQiBkJd6mEbO7IoHFTc+TqGgSBmBFxYwg0MOi0p+pxVQ2CQMzIBJqvoIDbGTS15NPnahoEgZiRcecrKOG2k7EpQQZcRYMgEDNCbhSBlhaEhlw9gyAQM1KB5goo484bNOKqGQSBmJFy5wooHFvNGjTmahkEgZgRcyMIVI2dZww64SoZBIGYkQs0XT/JKZIaOW3QKVfHIAjEjJw7XT/+ZSKdEJMGTXBVDIJAzChwJ+vHvVS2b8OUQVNcDYMuKdDT9Xa7/eWP6uvn222V+mH16CZ1gSaHQcyL9YcqTAylJ7kKp1YvKNBdrUwtSiVTK1Dz4O3n1AWaqB6DO6HBqUHTXLlBlxPoUKtzt/35t+rRVfdM0f5cVRbdJC7QlEHB3OlLVU8MmuNKDbqcQHeNH3eVOnc9Ww512/N03XRv6Qo00YmFcufakLFBs1yhQRcT6NunquVp2p7uUU+tb5+2H5IX6KR4YdylLmho0DxXZtDlZ2GVQM+3b/+6bkZAnUz34z7sfDt4Nu7iWfP1Ny8Wf2DQAldk0MUFqtuZdgxdfv1823Rd99246Mc6gh9jNvxjV+mz+IrGIAqJvRUqkfz4+2rA04yon66LxqcT6JCFQNyDt6rPix+DBD/9UE/C2sam7LUmBGpyvib2jNxR/0HkEuffx15smcvvxS7chTX+dHm6fvs5M4EeGALRP2XaTcZWuGyDLivQ/cifauo+MQZKW6CZi9+X3kEv9+uuG1tlUpGDXFKgYvw8XukpW6CsZmFlBqVb5wauHncGrWMDqF0uKFDhT3uyYrgodFev/+SwDlQnRKDweyQsXOc6Jgdx61xOoJ4//WXpD1mtRNeZ/ADgzCs5ZY5p0OUEuu+fLH26rlqbWp18zoW16VVukcs990k3KBh/MYHa6zeas+73/as5Dts8zsYfQxJIcOo8nkEXE+iwHQhUC9XOujK5HuiYk5sgTL1EcsqBaFB4N3bxUxkh4W0q511n545uwzLxvPCseSyDIBAz2txlgRQu/IpkEARiRl2gzTxX46Y+3Ykx5ckYBGJGndu/Fd3oCaWL36MYBIGY0efWZZv6AKDW57diGASBmInAnRJI7ZZ0FTeCQRCImRgCbcZcnd6rSsNVNwgCMRODW1atx1XU58jVNggCMROFOxBI94aqHVfZIAjETByBjo2Orj797dU1CAIxE4fbGqTae1Xpba/qiTEIxEzEFmijr89wezUNgkDMxBlEx9JntL2K03kIxExcgfTZw+3VMwgCMeNbID2DIBAzzgVSMwgCMRN1EB0Bfbq9OgZBIGbiTuP1M7G9KgZBIGYicWP5M7m9GgZBIGaS4CoYBIGYSYMrNwgCMZMIV2wQBGImFS5xOj9rEARiJhmu0CAIxEw6XLpBenfWh0ApcUUGQSBmkuIKhtIQiJm0uHyDIBAziXHZBkEgZlLjcg2CQMwkx2UaBIGYSY/LMwgCMZMgl7WkCIGYSZHLMQgCMZMkl2EQBGImTW64QRCImVS5oQZBIGaS5QYaBIGYSZcbdmoVAjGTMDfIIAjETMrcgCVF5qdIIFDaXLpBzM+xQaDEuQHXmLEMgkCpc0kG8T/LD4GS51IMgkCCJM8lGASBBMmAu2qQO4GQ86YxaP4FrT/SH4QWKFEusQ3ibA0EyoJLMoi1NRAoD+6qQTiVwUwu3DWDIBAz2XBXpvMQiJl8uMsGQSBmMuIuGgSBmMmJu2QQBGImL+68QRCImcy4swZBIGZy484ZBIGYyY47YxAEYiY/7rRBEIiZDLmTBkEgZnLkTk3nIRAzWXInDIJAzOTJPTUIAjGTKffEIAjETLbckUEQiJl8uUODIBAzGXMHBkEgZnLm9g2CQMxkze0ZBIGYyZt7NAgCMZM5t5vOQyBmcue2BkEgZrLndgbxtgYCZc9d+bzPytZAIHCpd8KbCAQCtwxaIH7ALYMxEDvgVoFA3IAr4UIgcEVcCASuiAuBwBVxIRC4Ii4EAlfEhUDgirgQCFwRFwKBK+JCIHBFXAgErogLgcAVcSEQuCIuBAJXxIVA4Iq4EAhcERcCgSviXkggTn78EVzzXAgErigQCFxRIBC4okAgcEWBQOCKAoHAFcWyQIiDQCBEFAiEiAKBEFEgECIKBEJEgUCIKBAIEcWGQE/X2+32lz/qB8+3xYOb45PPt1dTL9Pm3rzQQ+TWL337WZlbPRF0JKjbe1diP5A3t4wJge7qA1LvVbWz2+3xsN9tryZepsi9D60HkVvm26ctXSAit3mGvsFEbivm1SRkJhYEOtS7drf9+bdqL66qvbxpnr1r92jwMkVu8b0P7fOa3Cr3W7pAVO4hrMRUbuH6TbXF1ONbxYJAd83OVL8Kh/qAP13Xv1/V78vV6cv0ue0zatz2IVkgKvcuqLslc5tnCoNC/DQg0LdPjfLVb1azt8WvQ9kXF7/AV80v3PBletw2z7dEgQK4xXf/kzwGonK71xFDPr6Bo586BgTqUu5Jt7f3dXtaPBoLE9qCE7lBo10it/idD8eucZ9v3/51HTaZoHDJv0DDGBKo+hXoduPYkI4KHfybQuPWIyFdbtkphAu0xm3H0MrbW25oMVoKGwGZEui+7IO7HTzMCXQfMK0hc++CDxyB+3xbMMMFWuM2Y+Kn68AtXuEWG/rvwFluGTsCHZpJwopAh9BKU7jFL2fogSNwq+FGsECr3Pvu/6ANXuMemtF04AE2I1Cz3WsCMf0htGyBfdg6t24qQwUib28geZV7aH+D3M3CqrSrDytjlcBFCjK3fhxQkHVu08UEChSwvfR1h5DtDd1iGwIVXUizX6NZQpnjgTu+TJdbJ+DAUbjN+nbQkvElt7fzMUhMGwL11/vv6o6kN9fqDlzQaQEyt/sOvSAkLkMg4vYGroeFcv21QAMxRiulL8cDJfJngXvXjVmIBSFy64S1E7TtvWn+J47Zgo/DDXGDy1gQaDAxPzlXMxqU6nOb0TN9eE7kvjR08laHbi8VTOfevHichbUngZtTxIfjl3W6ldLBy9S43TPUX2gytwpdIDI38OqBWMehjgGBDtvBDp5cr9JbpwgSiMhtnwk5aU7klqELFLi95Lk2nVsthwWe0DAgEOI5EAgRBQIhokAgRBQIhIgCgRBRIBAiCgRCRIFAiCgQCBEFAiGiQCBEFAiEiAKBEFEgECIKBEJEgUCk7DabV8dHXz9uNu8vtzGmAoFI+fKur8x+oFPegUC0PG423//efP33T8evsw8EIqboxN7UX6ED6wcCEVN0Yt/9Wn2FDqwfCERN0Yn98OdLZVL1P1IFAlFT9lxlJ7ZrW6Lme5ueT+VYe9P2dcWT74vhUtXf1S88vjGdQCByChkKAx67sVDVmdVpurRd+7gaYxfS/Kt58Dh4IqlAIHrKwU9hRdfg7JvGp10k2tdulc1Q+bhsdQrjvv53qV71whRHTxCIntKIfx77oUKLRod99c1CnPpxM0o6ztb2bcuzS68JgkABqUY0vQ6staFQ5VU5ym7cKh6WzzT/vbSCpRkIFJJ9b8RcW1NnN5yY7VqBmu8+DkbaaQUChaRogroGqJlxnYyOqwlXI1BrWDO6fnMC9B8IFJIVgR4HD/tNVNX5JTmRh0AhGQk0nFLVaz3lwHl3ItDx6dROgkCgkPQF6k/oq+y7PmpSoOYlqY2FIFBI+gL1lqQrl45CFW3TQKDBYCi1eTwECslAoHZ5sBr7vO+1SPvxGGjfm+CjBco5A4FKUSoxmo6pWWeuBtfl948CtZejpXghCAQKyVCg47mw9jR98+j/2hOor47v2yQ6k4dAIRkJND7Jvmtm8PUEbTCI3vdPuqYUCISIAoEQUSAQIgoEQkSBQIgoEAgRBQIhokAgRBQIhIgCgRBRIBAiCgRCRIFAiCgQCBHl/wEIEygrr26AMgAAAABJRU5ErkJggg==" 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" 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" 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" 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" 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" width="288" /></p>
364 364 <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>
365 365 <p>Tanto <em>Malware</em> como <em>Account Hijacking</em> tienen una tendencia con pendiente positiva, 10.1 y 20.2 respectivamente, por lo que quedan descartadas para este estudio.</p>
366   -<p>La tendencia con una mayor pendiente negativa es <em>Injection</em> (-173.5) y junto con <em>DDoS</em> (-49.3), que también tiene una tendencia llamativa, pueden ser los que estén mas relacionados con la efectividad de la certificación ISO 27001.</p>
  366 +<p>La tendencia con una mayor pendiente negativa es <em>Injection</em> (-173.5) y junto con <em>DDoS</em> (-49.2), que también tiene una tendencia llamativa, pueden ser los que estén mas relacionados con la efectividad de la certificación ISO 27001.</p>
367 367 <p>Por otro lado tenemos <em>DNS</em> cuya tendencia también tiene una pendiente negativa (-3.8), pero es muy moderada y además podemos observar que los casos reportados en nuestra fuente de datos son mas bien escasos.</p>
  368 +</div>
  369 +<div id="evolucion-geografica" class="section level3">
  370 +<h3>Evolución geográfica</h3>
  371 +<p>Este apartado estudiará la relación entre la certificación ISO 27001 y los ataques producidos, pero teniendo en cuenta la variable geográfica, ya que es posible que la certificación, aunque sea internacional, se implemente de una mejor o peor forma según la región geográfica. En primer lugar observaremos la comparación por continente.</p>
  372 +<p><img 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" 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" width="432" /></p>
  373 +<p>Se puede observar a simple vista que los continentes que reciben más ataques, por una cuestión lógica de superficie e intereses, son por orden América, Asia y Europa. En cambio los continentes que mas certificaciones ISO 27001 obtienen son por orden Asia, Europa y América. Tanto África como Oceania podemos descartarlos en este estudio ya que sus porcentajes no son relevantes. Observemos ahora cómo influye esto en el tiempo.</p>
  374 +<p><img 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" 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" width="432" /></p>
  375 +<p>Se puede observar que la tendencia de las certificaciones es creciente mientras que la de los ataques es decreciente, pero procederemos a comparar cada una individualmente para poder demostrarlo numéricamente y no solo aparentemente.</p>
  376 +<p><img 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" 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" width="432" /></p>
  377 +<p>La pendiente de los ataques para <em>América</em> es -100.8 mientras que la pendiente de las certificaciones es 275.2.</p>
  378 +<p><img 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" width="432" /></p>
  379 +<p>La pendiente de los ataques para <em>Asia</em> es -58.4 mientras que la pendiente de las certificaciones es 1008.4.</p>
  380 +<p><img 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" 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" width="432" /></p>
  381 +<p>La pendiente de los ataques para <em>Europa</em> es -57.4 mientras que la pendiente de las certificaciones es 1209.4.</p>
  382 +<p>Todas las pendientes podrían representar la relación que buscamos, en la que un aumento en las certificaciones produce un descenso en los ataques.</p>
  383 +<p>El análisis puede aumentar en profundidad estableciendo superficies geográficas más pequeñas y asi obtener más precisión, observemos lo que ocurre a nivel de paises. Se mostrarán a continuación los paises que superan aproximadamente un 2% de los ataques/certificaciones totales ya que la lista total de paises es demasiado extensa.</p>
  384 +<p><img 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" 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" width="432" /></p>
  385 +<p>Como se puede observar en la parte de certificaciones destaca de largo Japón sobre los demás, que se encuentra bastante bajo en la lista de ataques. Y al reves pasa algo parecido, en los ataques destaca Estados Unidos por mucho mientras que ese mismo pais está muy bajo en certificaciones. A continuación observaremos la evolución temporal del top 3 paises en ataques recibidos y en certificaciones obtenidas.</p>
  386 +</div>
  387 +</div>
  388 +<div id="viejo" class="section level1">
  389 +<h1>Viejo</h1>
368 390 <p>De los datos mostrados se pueden hacer diferentes observaciones:</p>
369 391 <ul>
370 392 <li>De 2014 a 2015, USA pasa de tener 654 a 1247 empresas con certificación ISO 27001, sin embargo la cifra de ciberataques se mantiene constante de 383 a 386 ataques recibidos. De 2013 a 2014 por ejemplo, pasa de recibir 505 a 383 ataques pese a sólo haber pasado de 566 a 654 empresas con dicha certificación.</li>
... ... @@ -377,8 +399,6 @@ $(document).ready(function () {
377 399 </ul>
378 400 <p>La primera hipótesis puede ser comprobada con los datos que disponemos. A continuación se muestra una línea temporal de ciberataques globales entre los años 2012 y 2015.</p>
379 401 <p>Observamos que se produjo lo contrario, bajó el número de ciberataques.</p>
380   -</div>
381   -</div>
382 402 <div id="conclusiones" class="section level2">
383 403 <h2>Conclusiones</h2>
384 404 <p>Por lo observado anteriormente, se puede concluir que:</p>
... ... @@ -397,6 +417,7 @@ $(document).ready(function () {
397 417 </ul>
398 418 <p>Creemos que la investigación de estas cuestiones puede dar más robustez a las conclusiones expuestas en este estudio.</p>
399 419 </div>
  420 +</div>
400 421  
401 422  
402 423  
... ...
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7 7 countrycode
8 8 dplyr
9 9 ISO27001effectiveness
  10 +tidyr
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