Diffusion Model

Defending Diffusion Models Against Membership Inference Attacks via Higher-Order Langevin Dynamics

Authors: Benjamin Sterling, Yousef El-Laham, Mónica F. Bugallo | Published: 2025-09-17
Privacy Analysis
Diffusion Model
Generative Model Characteristics

Constructing Semantics-Aware Adversarial Examples with a Probabilistic Perspective

Authors: Andi Zhang, Mingtian Zhang, Damon Wischik | Published: 2023-06-01 | Updated: 2024-11-24
Poisoning
Diffusion Model
Adversarial Attack Methods