2 papers
cs.LG2026
Defending Diffusion Models Against Membership Inference Attacks via Higher-Order Langevin Dynamics
Benjamin Sterling, Yousef El-Laham, Mónica F. Bugallo
Recent advances in generative artificial intelligence applications have raised new data security concerns. This paper focuses on defending diffusion models against membership infer…
eess.SP2024
Fusion of Information in Multiple Particle Filtering in the Presence of Unknown Static Parameters
Xiaokun Zhao, Marija Iloska, Yousef El-Laham +1
An important and often overlooked aspect of particle filtering methods is the estimation of unknown static parameters. A simple approach for addressing this problem is to augment t…