CS 7545:AI for Security and Privacy

3 Class Hours 0 Laboratory Hours 3 Credit Hours
Prerequisite: CS 7530
This course covers the role of data and data analytics in computing security and privacy, as well as the design and implementation of secure computing systems utilizing data-oriented security analysis. This course covers the fundamentals of threat models and attacks, and techniques for achieving security. This course also covers artificial intelligence for security and the use machine learning for making decisions related to security and privacy; misuse detection on social media; tracking technologies; data (de-) anonymization; anomaly detection; privacy-preserving machine learning algorithms; and adversarial machine learning.