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#29: update of RELATED.md
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# Related projects
title: Related Projects
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# 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/)
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* [Jakub Kaluzny](mailto:jakub.artur.kaluzny@gmail.com)
* [David Ottenheimer](mailto:david@inrupt.com)
* [Haral Tsitsivas](mailto:haral.tsitsivas@owasp.org)
* [Mikołaj Kowalczyk](mailto:mik0w@hackstery.com)

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