https://www.kaggle.com/datasets/thedevastator/exploring-cybersecurity-risk-via-2022-cisa-vulne?resource=download
Cybersecurity Risk (2022 CISA Vulnerability)
Severity, CVSS Score, and National Security Vulnerability Types

By [source]
About this dataset

This dataset presents an in-depth exploration of the security vulnerabilities across the United States from the CISA Known Exploited Vulnerabilities catalog for 2022. You'll find a number of vulnerability types and severity levels, as well as CVSS scores, vendor projects, product names, and other pertinent information. By arming yourself with this knowledge, you can better protect your network from any potential security issues that may arise - now or in the future. Dive into details such as attack vectors, complexity ratings and required actions for each vulnerability to stay prepared and protected throughout your journey! Every single detail matters when it comes to keeping yourself secure online - so explore some of these potential risks and gain valuable insights today!

How to use the dataset

This dataset provides a comprehensive list of security vulnerabilities in the United States from the CISA Known Exploited Vulnerabilities catalog for the year 2022, including vulnerability types, severity levels, CVSS scores, vendor projects, product names, and other relevant information. This is an important tool for organizations to better understand and manage their cybersecurity risk.

vendor_project: The name of the vendor project associated with the vulnerability.

product: The name of the product associated with the vulnerability.

vulnerability_name: The name of the vulnerability that affects a particular product or system.

date_added: The date on which a particular vulnerability was added to CISA’s Known Exploited Vulnerabilities catalog.

short_description: A brief description of what makes that specific vulnerability dangerous/risky in nature.

required_action: A clear outline or instruction as to how an organization should address/mitigate that particular vulnerability within its own network/infrastructure setup.
due_date, :The date by which required action should be completed at minimum if any mitigation measures are taken against those weaknesses discovered from this analysis report .

notes, A brief text field related additional insights about potential further risks and concerns related each discovered vulnerabilities

CVSS Score and Severity assessments : CISA calculates these two indicators (Common Vulnerability Scoring System (CVSS) score & Severity) based on certain parameters by giving weighted marks in order understand it visibility regarding type & magnitude (likely impact level visllyl clearly indicating red amber gn & green status } as per internal computation). Ratings typically range from 0 - 10 indicating descn'ding order i e; 0 being Very Low' 10 - Extremely High severity or criticality

æroup :The group associated with that particular public exploit currently listed on US-CERT platform usually used Jigsaw puzzles piece fitting concepts to help narrowing down investigation efforts involved directly contributed exploitsor sponsored research taking risk into account while handling each new findings ​​ ​

Research Ideas

Analyzing the severity of different security vulnerabilities over time in order to measure effectiveness of cybersecurity efforts.
Building a data visualization tool to showcase the different types, CVSS scores, vendor projects and products names associated with security vulnerabilities over time in the US.
Developing predictive analytics that can anticipate future trends and changes in security vulnerabilities to better inform CISA decisions

Acknowledgements

If you use this dataset in your research, please credit the original authors.
Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: 2022-06-08-enriched.csv
Column name Description
vendor_project The name of the vendor project associated with the vulnerability. (String)
product The name of the product associated with the vulnerability. (String)
vulnerability_name The name of the vulnerability. (String)
date_added The date the vulnerability was added to the CISA Known Exploited Vulnerabilities catalog. (Date)
short_description A brief description of the vulnerability. (String)
required_action The action required to remediate the vulnerability. (String)
due_date The date by which the required action must be completed. (Date)
notes Additional notes about the vulnerability. (String)
grp The group associated with the vulnerability. (String)
pub_date The date the vulnerability was published. (Date)
cvss The Common Vulnerability Scoring System score associated with the vulnerability. (Float)
cwe The Common Weakness Enumeration associated with the vulnerability. (String)
vector The vector associated with the vulnerability. (String)
complexity The complexity associated with the vulnerability. (String)
severity The severity level associated with the vulnerability. (String)

File: 2022-06-09-enriched.csv
Column name Description
vendor_project The name of the vendor project associated with the vulnerability. (String)
product The name of the product associated with the vulnerability. (String)
vulnerability_name The name of the vulnerability. (String)
date_added The date the vulnerability was added to the CISA Known Exploited Vulnerabilities catalog. (Date)
short_description A brief description of the vulnerability. (String)
required_action The action required to remediate the vulnerability. (String)
due_date The date by which the required action must be completed. (Date)
notes Additional notes about the vulnerability. (String)
grp The group associated with the vulnerability. (String)
pub_date The date the vulnerability was published. (Date)
cvss The Common Vulnerability Scoring System score associated with the vulnerability. (Float)
cwe The Common Weakness Enumeration associated with the vulnerability. (String)
vector The vector associated with the vulnerability. (String)
complexity The complexity associated with the vulnerability. (String)
severity The severity level associated with the vulnerability. (String)

File: 2022-06-27-enriched.csv
Column name Description
vendor_project The name of the vendor project associated with the vulnerability. (String)
product The name of the product associated with the vulnerability. (String)
vulnerability_name The name of the vulnerability. (String)
date_added The date the vulnerability was added to the CISA Known Exploited Vulnerabilities catalog. (Date)
short_description A brief description of the vulnerability. (String)
required_action The action required to remediate the vulnerability. (String)
due_date The date by which the required action must be completed. (Date)
notes Additional notes about the vulnerability. (String)
grp The group associated with the vulnerability. (String)
pub_date The date the vulnerability was published. (Date)
cvss The Common Vulnerability Scoring System score associated with the vulnerability. (Float)
cwe The Common Weakness Enumeration associated with the vulnerability. (String)
vector The vector associated with the vulnerability. (String)
complexity The complexity associated with the vulnerability. (String)
severity The severity level associated with the vulnerability. (String)

File: 2022-07-04-enriched.csv
Column name Description
vendor_project The name of the vendor project associated with the vulnerability. (String)
product The name of the product associated with the vulnerability. (String)
vulnerability_name The name of the vulnerability. (String)
date_added The date the vulnerability was added to the CISA Known Exploited Vulnerabilities catalog. (Date)
short_description A brief description of the vulnerability. (String)
required_action The action required to remediate the vulnerability. (String)
due_date The date by which the required action must be completed. (Date)
notes Additional notes about the vulnerability. (String)
grp The group associated with the vulnerability. (String)
pub_date The date the vulnerability was published. (Date)
cvss The Common Vulnerability Scoring System score associated with the vulnerability. (Float)
cwe The Common Weakness Enumeration associated with the vulnerability. (String)
vector The vector associated with the vulnerability. (String)
complexity The complexity associated with the vulnerability. (String)
severity The severity level associated with the vulnerability. (String)

File: 2022-12-09-enriched.csv
Column name Description
vendor_project The name of the vendor project associated with the vulnerability. (String)
product The name of the product associated with the vulnerability. (String)
vulnerability_name The name of the vulnerability. (String)
date_added The date the vulnerability was added to the CISA Known Exploited Vulnerabilities catalog. (Date)
short_description A brief description of the vulnerability. (String)
required_action The action required to remediate the vulnerability. (String)
due_date The date by which the required action must be completed. (Date)
notes Additional notes about the vulnerability. (String)
grp The group associated with the vulnerability. (String)
pub_date The date the vulnerability was published. (Date)
cvss The Common Vulnerability Scoring System score associated with the vulnerability. (Float)
cwe The Common Weakness Enumeration associated with the vulnerability. (String)
vector The vector associated with the vulnerability. (String)
complexity The complexity associated with the vulnerability. (String)
severity The severity level associated with the vulnerability. (String)
Acknowledgements

If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit .