-
Notifications
You must be signed in to change notification settings - Fork 25
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge pull request #40 from mik0w/develop
#29: update of RELATED.md
- Loading branch information
Showing
2 changed files
with
38 additions
and
11 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,20 +1,46 @@ | ||
--- | ||
# Related projects | ||
title: Related Projects | ||
layout: null | ||
tab: true | ||
order: 1 | ||
tags: example-tag | ||
tags: related | ||
--- | ||
# Related projects | ||
|
||
# Related Projects | ||
This lists contains projects related/similar to OWASP Top10 for Machine Learning. | ||
|
||
This lists contains projects related/similar to OWASP Top10 for Machine Learning. | ||
**Top 10 lists related to ML and AI:** | ||
Top10 lists similar to famous OWASP Top10 for Web Applications list, but for AI: | ||
- [MLSecOps Top10](https://ethical.institute/security.html) | ||
- [OWASP Top10 for Large Language Models](https://owasp.org/www-project-top-10-for-large-language-model-applications/) | ||
|
||
**Vulnerability databases:** | ||
Catalogued vulnerabilities and risks that were present in real-world AI and ML systems: | ||
- [AI Vulnerability Database (AVID)](https://avidml.org/) | ||
- [MITRE ATLAS](https://atlas.mitre.org/) | ||
- [AI Risk Database](https://airisk.io/) | ||
|
||
**AI/ML security guidelines:** | ||
Various guidelines on ML and AI Security and Safety | ||
- [OWASP AI Security and Privacy Guide](https://owasp.org/www-project-ai-security-and-privacy-guide/) | ||
- [ETSI "Securing Artificial Intelligence](https://www.etsi.org/technologies/securing-artificial-intelligence) | ||
- [Biden&Harris Administraton - Ensuring Safe, Secure and Trustworthy AI](https://www.whitehouse.gov/wp-content/uploads/2023/07/Ensuring-Safe-Secure-and-Trustworthy-AI.pdf) | ||
|
||
**Playbooks** | ||
Interactive playbooks useful in threat modelling and securing AI. | ||
- [NIST AI Risk Management Framework Playbook](https://pages.nist.gov/AIRMF/) | ||
- [Department of Energy AI Risk Management Playbook](https://www.energy.gov/ai/doe-ai-risk-management-playbook-airmp) | ||
|
||
**Other** | ||
All the other resources related to ML Security - threat modelling resources, risk assessments framework, "Awesome Lists" etc. | ||
- [Google on Red Teaming AI](https://services.google.com/fh/files/blogs/google_ai_red_team_digital_final.pdf) | ||
- [Berryville ML Institute Resources for Threat Modelling ML]([https://berryvilleiml.com/interactive/) | ||
- [Microsoft AI Risk assessment framework](https://raw.githubusercontent.com/Azure/AI-Security-Risk-Assessment/main/AI_Risk_Assessment_v4.1.4.pdf) | ||
- [ETSI document on securing Artificial Intelligence](https://www.etsi.org/technologies/securing-artificial-intelligence) | ||
- [Trusted AI Adversarial Robustness Toolbox](https://github.com/Trusted-AI/adversarial-robustness-toolbox) | ||
- [ENISA - Securing Machine Learning Algorithms](https://www.enisa.europa.eu/publications/securing-machine-learning-algorithms) | ||
- [Awesome AI Security](https://github.com/DeepSpaceHarbor/Awesome-AI-Security) | ||
- [Awesome ML Security](https://github.com/trailofbits/awesome-ml-security) | ||
- [Awesome Attacks on ML Privacy](https://github.com/stratosphereips/awesome-ml-privacy-attacks) | ||
|
||
1. [MLSecOps Top10](https://ethical.institute/security.html) | ||
2. [OWASP Top10 for Large Language Models](https://owasp.org/www-project-top-10-for-large-language-model-applications/) | ||
3. [AI Vulnerability Database (AVID)](https://avidml.org/) | ||
4. [MITRE ATLAS](https://atlas.mitre.org/) | ||
5. [AI Risk Database](https://airisk.io/) | ||
6. [OWASP AI Security and Privacy Guide](https://owasp.org/www-project-ai-security-and-privacy-guide/) | ||
7. [ETSI "Securing Artificial Intelligence](https://www.etsi.org/technologies/securing-artificial-intelligence) | ||
8. [Linux Foundation AI&Data ML Security Comittee](https://lfaidata.foundation/projects/ml-security-committee/) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters