Oct 09, 2026  
Graduate Catalog 2026-2027 
    
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Graduate Catalog 2026-2027
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AI 777 - Secure and Adversarial AI Systems

3 credits
This course examines the security, robustness, and resilience of artificial intelligence systems in adversarial and high-risk environments.  Topics include adversarial machine learning, data poisoning, model inversion and extraction attacks, evasion techniques, and defenses for securing AI models and pipelines.  The course also addresses secure model deployment, AI system assurance, and the intersection of AI security with cybersecurity principles.  Emphasis is placed on analyzing threats, designing robust and trustworthy AI systems, and evaluating defenses.


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