Model Inversion Attacks

Test AI systems for privacy vulnerabilities where training data can be recovered from model outputs.

Quick Reference

Skill:       model-inversion
Agent:       04-llm-vulnerability-analyst
OWASP:       LLM02 (Sensitive Info Disclosure), LLM07 (System Prompt Leakage)
MITRE:       AML.T0025 (Model Inversion)
Risk Level:  HIGH

Attack Types

1. Membership Inference