2024ReviewedOpen access
OWASP AI Security and Privacy Guide
Rob van der Veer, OWASP AI Exchange Team
OWASP Foundation
Abstract
Comprehensive guide for AI security and privacy including threat analysis, controls, and regulatory mapping for AI systems.
Categories
#OWASP#AI-exchange#privacy#comprehensive
Framework mappings
OWASP Top 10 for LLM Applications
- LLM01Prompt Injection
- LLM02Sensitive Information Disclosure
- LLM03Supply Chain
- LLM04Data and Model Poisoning
- LLM05Improper Output Handling
- LLM06Excessive Agency
NIST AI Risk Management Framework
- GOVERNGovern
- MAPMap
- MEASUREMeasure
- MANAGEManage
Cite
@techreport{veer2024owasp,
title = {{OWASP AI Security and Privacy Guide}},
author = {Rob van der Veer and {OWASP AI Exchange Team}},
year = {2024},
institution = {OWASP Foundation},
url = {https://owasp.org/www-project-ai-security-and-privacy-guide/}
}