OWASP GenAI Red Teaming Guide

Contribution to OWASP GenAI Red Teaming Guide

I have contributed to the OWASP GenAI Red Teaming Guide as part of a collaborative effort. My contributions include Key Differences Between Traditional and GenAI Red Teaming, Threat Modeling for Generative AI/LLM Systems, and Mature AI Red Teaming. Additionally, I may have contributed to other sections, such as Executive Summary, Quick Start Guide, AI Red Teaming Scope, Risks Addressed by GenAI Red Teaming, GenAI Red Teaming Strategy, and Blueprint for GenAI Red Teaming. My input focused on refining threat modeling, risk assessments, red teaming methodologies, and AI security frameworks.

This guide serves as a comprehensive resource for security professionals, AI/ML engineers, and risk managers, addressing generative AI vulnerabilities, attack vectors, and mitigation strategies.

Why Organizations Should Use the OWASP GenAI Red Teaming Guide

As AI systems become essential to business operations, security, trust, and ethical considerations are paramount. The OWASP GenAI Red Teaming Guide provides a structured and practical framework for organizations to evaluate and enhance the security posture of their AI models. It ensures that AI-driven applications align with safety, regulatory, and ethical standards.

Key Benefits of Using This Guide

• Comprehensive Risk Assessment: Identifies and categorizes AI-related security threats, such as prompt injection, model extraction, bias, and misinformation.
• Structured Red Teaming Approach: Offers a well-defined methodology for systematically testing generative AI applications, aligning with industry best practices.
• Improved AI Security Posture: Helps organizations proactively address vulnerabilities before they are exploited, enhancing overall system resilience.
• Ethical AI Deployment: Guides teams in ensuring AI outputs align with organizational values, legal compliance, and fairness principles.
• Continuous Monitoring & Improvement: Encourages iterative security assessments to adapt to evolving AI threats and adversarial tactics.

By adopting the OWASP GenAI Red Teaming Guide, organizations can build secure, trustworthy, and robust AI systems while mitigating emerging AI risks effectively. It is a must-have resource for anyone involved in AI security, adversarial testing, and responsible AI deployment.