Seminar Course, Summer 2023
Department of Computer Science, Saarland University
Instructor: Xiao Zhang, CISPA Helmholtz Center for Information Security
Meeting Time & Location: 14:15 - 15:45 on Wednesdays in Room 0.07, CISPA Main Building
Image credit: HackerNoon
In this seminar, we will focus on understanding the security threats adversaries pose to machine learning systems (evasion and poisoning attacks) and the recent algorithmic advancements of building more robust machine learning systems to mitigate those threats. In addition, we will look into several theoretical works on understanding and characterizing the fundamental limits of adversarial machine learning.