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OWASP Gen AI Red Teaming Guide

OWASP unveils the Gen AI Red Teaming Guide, offering a structured approach to evaluating LLM and Generative AI vulnerabilities.

Introduction

The OWASP Gen AI Red Teaming Guide provides a practical, risk-based methodology for assessing the security of LLMs and Generative AI systems. Key features include:

  • Holistic Focus: Covers model-level vulnerabilities (toxicity, bias) and system-level pitfalls (API misuse, data exposure).
  • Cross-Functional Insights: Integrates best practices for data science, cybersecurity, ethics, and legal teams.
  • Actionable Techniques: Provides testing frameworks for agentic AI challenges and continuous monitoring.
  • Best Practices: Integrates cross-functional teams to tackle compliance, incident response, bias, and toxicity detection.

Use cases include evaluating AI systems, identifying threats, and integrating findings into an organization's security posture.

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