Top 10 lists related to ML and AI: Top10 lists similar to famous OWASP Top10 for Web Applications list, but for AI:
Vulnerability databases: Catalogued vulnerabilities and risks that were present in real-world AI and ML systems:
AI/ML security guidelines: Various guidelines on ML and AI Security and Safety
- OWASP AI Security and Privacy Guide
- ETSI "Securing Artificial Intelligence
- Biden&Harris Administraton - Ensuring Safe, Secure and Trustworthy AI
Playbooks Interactive playbooks useful in threat modelling and securing AI.
Other All the other resources related to ML Security - threat modelling resources, risk assessments framework, "Awesome Lists" etc.
- Google on Red Teaming AI
- Berryville ML Institute Resources for Threat Modelling ML
- Microsoft AI Risk assessment framework
- ETSI document on securing Artificial Intelligence
- Trusted AI Adversarial Robustness Toolbox
- ENISA - Securing Machine Learning Algorithms
- Awesome AI Security
- Awesome ML Security
- Awesome Attacks on ML Privacy