Analyze Adversary Tactics and Techniques Using the MITRE ATT&CK CTI Corpus
MITRE ATT&CK is a globally-accessible knowledge base of adversary tactics and techniques based on real-world observations. The ATT&CK knowledge base is used as a foundation for the development of specific threat models and methodologies in the private sector, in government, and in the cybersecurity product and service community. Tools are provided to analyze adversary tactics and techniques, build incident metrics, and identify high level program gaps using the MITRE ATT&CK CTI Corpus.
The following functions are implemented:
attck_cdf_tactic: Product an ATT&CK Cumulative Distribution Function by Tacticattck_map: Generate an ATT&CK heatmapenterprise_attack: Enterprise Attack Taxonomy v2.0fct_tactic: Make an ordered Tactics factor with optional better labellingmobile_attack: Mobile Attack Taxonomy v2.0pre_attack: Pre-Attack Taxonomy v2.0read_events: Read in ATT&CK events from a filetactics_f: Tactics factors (generally for sorting & pretty-printing)theme_enhance_atkmap: Remove cruft from ATT&CK heatmapstidy_attack: Combined ATT&CK Matricies Tactics, Techniques and Technique detailvalidate_tactics: Validate Tactics strings against MITRE authoritative sourcevalidate_technique_ids: Validate Technique IDsvalidate_techniques: Validate Techniques strings against MITRE authoritative source
The following datasets are included:
enterprise_attack: Enterprise Attack Taxonomy v2.0mobile_attack: Mobile Attack Taxonomy v2.0pre_attack: Pre-Attack Taxonomy v2.0tactics_f: Tactics factors (generally for sorting & pretty-printing)tidy_attack: Combined ATT&CK Matricies Tactics, Techniques and Technique detail
install.packages("attckr", repos = "https://cinc.rud.is")
# or
remotes::install_git("https://git.rud.is/hrbrmstr/attckr.git")
# or
remotes::install_git("https://git.sr.ht/~hrbrmstr/attckr")
# or
remotes::install_gitlab("hrbrmstr/attckr")
# or
remotes::install_bitbucket("hrbrmstr/attckr")
# or
remotes::install_github("hrbrmstr/attckr")NOTE: To use the ‘remotes’ install options you will need to have the {remotes} package installed.
library(attckr)
library(hrbrthemes)
library(tidyverse)
# current version
packageVersion("attckr")
## [1] '0.2.0'tidy_attack
## # A tibble: 795 x 5
## technique description id matrix tactic
## <chr> <chr> <chr> <chr> <chr>
## 1 .bash_profile and… "<code>~/.bash_profile</code> and <code>~/.bashrc</code> are shel… T1156 mitre-at… persistence
## 2 Access Token Mani… "Windows uses access tokens to determine the ownership of a runni… T1134 mitre-at… defense-evas…
## 3 Access Token Mani… "Windows uses access tokens to determine the ownership of a runni… T1134 mitre-at… privilege-es…
## 4 Access Token Mani… "Windows uses access tokens to determine the ownership of a runni… CAPEC-… mitre-at… defense-evas…
## 5 Access Token Mani… "Windows uses access tokens to determine the ownership of a runni… CAPEC-… mitre-at… privilege-es…
## 6 Accessibility Fea… "Windows contains accessibility features that may be launched wit… T1015 mitre-at… persistence
## 7 Accessibility Fea… "Windows contains accessibility features that may be launched wit… T1015 mitre-at… privilege-es…
## 8 Accessibility Fea… "Windows contains accessibility features that may be launched wit… CAPEC-… mitre-at… persistence
## 9 Accessibility Fea… "Windows contains accessibility features that may be launched wit… CAPEC-… mitre-at… privilege-es…
## 10 Account Access Re… "Adversaries may interrupt availability of system and network res… T1531 mitre-at… impact
## # … with 785 more rowsevents <- read_events(system.file("extdat/sample-incidents.csv.gz", package = "attckr"))
## Parsed with column specification:
## cols(
## event_id = col_character(),
## incident_id = col_character(),
## event_ts = col_date(format = ""),
## detection_ts = col_date(format = ""),
## tactic = col_character(),
## technique = col_character(),
## discovery_source = col_character(),
## reporting_source = col_character(),
## responder_id = col_character()
## )
## You appear to be using Tactic ids.
## You appear to be using Techinque ids.
attck_map(
events, "pretty", "nl", "enterprise",
dark_value_threshold = 1,
size = 3, family = font_rc, lineheight = 0.875
) +
scale_fill_distiller(
palette = "Spectral", na.value = "white", label = scales::comma, breaks = 1:3
) +
labs(x = NULL, y = NULL, fill = NULL) +
theme_ipsum_rc(grid="") +
theme(axis.text.y = element_blank())
| Lang | # Files | (%) | LoC | (%) | Blank lines | (%) | # Lines | (%) |
|---|---|---|---|---|---|---|---|---|
| R | 13 | 0.93 | 304 | 0.93 | 72 | 0.78 | 180 | 0.84 |
| Rmd | 1 | 0.07 | 24 | 0.07 | 20 | 0.22 | 34 | 0.16 |
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.
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