IS593: Machine Learning Application Trends in Information Security

The course is a paper reading class. The class will cover a list of papers published at the prestigious security conferences. Each student will present assigned papers and lead discussions. The goal of the course is to understand the trends in applying machine learning algorithms on computer security problems as well as to seek an in-depth understanding of the covered research papers.

Basic Information



1st week

2nd week

3rd week (Evasion Attacks)

4th week

5th week

6th week (Data Poisoning Attacks)

7th week

8th week

9th week (Membership Inference)

10th week (Membership Inference)

11th week

12th week (Model Inversion)

13th week

14th week

15th week

16th week