CS 499/599 :: Winter 2022 :: Machine Learning Security



Prerequisites

This course requires a basic understanding of machine leanring. Please consider to take CS434 first.


Textbooks

No required textbook. Reading materials will be provided on the course website and/or distributed in class. If you lack the basic backgrounds in machine learning, the following textbooks may be helpful:


Schedule

Date Topic Sub-topic Notes Readings
Wed
01/05
Introduction [PDF] Overview and Motivation The Security of Machine Learning
SoK: Security and Privacy in Machine Learning
Mon
01/07
Introduction [PDF] Overview and Motivation The Security of Machine Learning
SoK: Security and Privacy in Machine Learning