Adversarial AI

Catalog description

This course covers the emerging field of adversarial AI, focusing on the vulnerabilities of AI systems and tech- niques to defend against adversarial attacks. Topics include adversarial examples, attacks on machine learning models, adversarial training, and robust optimization. Students will learn how to craft and defend against adversarial attacks in domains like computer vision and NLP using Py- thon frameworks.