COMPSCI 692 PA Seminar - Advanced Topics on Privacy and Security for Generative Models

New capabilities of language and diffusion models enable applications that interact with users across different modalities, perform independent actions, and leverage external tools. In the seminar, we will study how these capabilities create new privacy and security challenges by analyzing recent papers in ML and S&P communities and connecting discovered problems to fundamental issues from previous decades. As part of the course there will be an opportunity to conduct a research project that goes deeper into these problems.