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
- NCSC UK / CISA Joint Guidelines – see its mapping with the AI Exchange
Overviews of AI security/privacy incidents:
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: