Seminar Series: Security
UMass AI&Sec Fall'25 Seminar: Ambra Demontis (University of Cagliari), The Security of Machine Learning Against Poisoning
A historical overview of poisoning attacks that manipulate training data to compromise the performance of machine learning systems at test time, along with...
UMass AI&Sec Fall 25 Seminar: Rebecca Portnoff, Safety by Design for Generative AI: Preventing Child Sexual Abuse
This talk will unpack the tangible technical and policy solutions that can be implemented to prevent and combat AI-facilitated child sexual exploitation and...
UMass AI&Sec Fall'25 Seminar: Saeed Mahloujifar, How Much Can Language Models Memorize
In this talk, I’ll unpack the conceptual and practical challenges in defining memorization, propose a new definition based on Kolmogorov complexity, and show...
Seminar | Improving the Ends and the Means: Designing AI Systems to Prevent Child Sexual Exploitation and Abuse
This talk will present the last decade of the speaker's research, technology development, and policy advocacy at the intersection of ML/AI and child safety.