Topics in Adversarial Machine Learning

Course Schedule

A complete course schedule will be posted here after team and topic assignments.

1 minute

According to the results received from the two online polls, the weekly class meeting time is going to be 14:15 - 15:45 on each Wednesday of the class meeting week. The detailed presentation schedule with presenter information is summarized below. Note that this schedule might be subject to change.

Week Topic Presenters
08.05 - 12.05 Adversarial Examples & Robustness Evaluation Shreyash (Guest)
15.05 - 19.05 Robustness Certification Methods Gopal
22.05 - 26.05 Robust Overfitting & Mitigation Methods Xiao
29.05 - 02.06 Robust Generalization & Semi-Supervised Methods Somrita & Shreyash (Guest)
12.06 - 16.06 Indiscriminate Poisoning & Backdoor Attacks Baoshuang & Wenhao (Guest)
19.06 - 23.06 Targeted Poisoning Attacks & Certification Gopal
26.06 - 30.06 Intrinsic Limits on Adversarial Robustness Somrita
10.07 - 14.07 Adversarial ML Beyond Image Classification Baoshuang