PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics

28 May 2024

Papers citing "PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics"

3 / 3 papers shown

Title
Diffusion Models for Adversarial Purification Weili Nie Brandon Guo Yujia Huang Chaowei Xiao Arash Vahdat Anima Anandkumar WIGM 197 418 0 16 May 2022
Unlearnable Examples: Making Personal Data Unexploitable Hanxun Huang Xingjun Ma S. Erfani James Bailey Yisen Wang MIACV 139 190 0 13 Jan 2021
Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression Nilaksh Das Madhuri Shanbhogue Shang-Tse Chen Fred Hohman Siwei Li Li-Wei Chen Michael E. Kounavis Duen Horng Chau FedML AAML 38 224 0 19 Feb 2018