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This 45-minute session explores the critical practice of threat modeling specifically tailored for AI systems. Learn the systematic approach to identifying potential threats and vulnerabilities in AI applications and understand how this process differs from traditional security assessments. Gain clarity on what threat modeling encompasses through an overview of key terminology and methodologies before diving into practical implementation for AI systems. Benefit from the expertise of a presenter who contributed to the OWASP AI Exchange threat framework and has extensive experience with mission-critical AI security. Apply the OWASP AI Exchange threat framework to various AI architectures and learn to defend against specialized attacks like data poisoning and indirect prompt injection. Equip yourself with methodologies to proactively manage risks and enhance the security posture of AI systems in your organization.
Syllabus
Threat Modeling in the Age of AI - Susanna Cox
Taught by
OWASP Foundation