Adversarial Attacks and Defenses in Deep Learning Systems: Threats, Mechanisms, and Countermeasures

A blog post recapping a special talk by Anadi Goyal from IIT Guwahati on adversarial attacks and defenses in deep learning systems. It introduces foundational concepts of AI, ML, and deep learning, then frames the discussion around how attackers exploit ML models and what countermeasures defenders can employ. The post is aimed at beginners interested in machine learning security.