1 code implementation • NeurIPS 2023 • Rui Min, Zeyu Qin, Li Shen, Minhao Cheng
Our analysis shows that with the low poisoning rate, the entanglement between backdoor and clean features undermines the effect of tuning-based defenses.
no code implementations • 12 Sep 2022 • Yuhang Wang, Huafeng Shi, Rui Min, Ruijia Wu, Siyuan Liang, Yichao Wu, Ding Liang, Aishan Liu
Most detection methods are designed to verify whether a model is infected with presumed types of backdoor attacks, yet the adversary is likely to generate diverse backdoor attacks in practice that are unforeseen to defenders, which challenge current detection strategies.
no code implementations • 7 Mar 2022 • Rui Min, Christelle Garnier, François Septier, John Klein
The particle filter (PF) is a powerful inference tool widely used to estimate the filtering distribution in non-linear and/or non-Gaussian problems.