Undergraduate course, Penn State, College of IST, 2024
The goal of this course is to provide an overview of information security. The topics include software/web security, cryptography, network security, pub key infra, access control, and machine learning security/privacy.
Graduate course, Penn State, College of IST, 2023
Machine learning techniques are widely used to solve real-world problems. However, a key challenge is that they are vulnerable to various security and privacy attacks, e.g., adversarial examples, data poisoning attacks, and membership inference attacks. In this course, we will discuss existing attacks and state-of-the-art defenses against those attacks.