AI Security References

References of the OWASP AI Exchange

Category: discussion
Permalink: https://owaspai.org/goto/references/

See the Media page for several webinars and podcast by and about the AI Exchange.

Overviews of AI security threats:

• OWASP LLM top 10
• ENISA ML threats and countermeasures 2021
• MITRE ATLAS framework for AI threats
• NIST threat taxonomy
• ETSI SAI
• Microsoft AI failure modes
• NIST
• NISTIR 8269 - A Taxonomy and Terminology of Adversarial Machine Learning
• OWASP ML top 10
• BIML
• PLOT4ai threat library
• BSI AI recommendations including security aspects (Germany) - in English

Overviews of AI security/privacy incidents:

• AVID AI Vulnerability database
• OECD AI Incidents Monitor (AIM)

Misc.:

• ENISA AI security standard discussion
• ENISA’s multilayer AI security framework
• Alan Turing institute’s AI standards hub
• Microsoft/MITRE tooling for ML teams
• Google’s Secure AI Framework
• NIST AI Risk Management Framework 1.0
• ISO/IEC 20547-4 Big data security
• IEEE 2813 Big Data Business Security Risk Assessment
• Awesome MLSecOps references

Training:

• Microsoft AI security fundamentals