COS 578 - Introduction to Private Machine Learning (AI)

Overview of the role of AI and Machine Learning in improving understanding privacy concepts as well as learning how to develop privacy-preserving and fair data-intensive applications.

Prerequisites & Notes
Special note: Topics include information privacy Fundamentals, differential privacy and its variants;algorithmic tools for differential privacy; applications of differential privacy; and differential privacy in industry.

This course is being cross listed with COS 478, both courses can not be taken for degree credit.

STS 232, STS 332, or STS 434 or by permission.

Course requires a basic understanding of software engineering including requirements, design, and testing, as well as introductory knowledge of software security and programming.

Credits: 3