Defending Against Backdoor Attacks by Layer-wise Feature Analysis

24 February 2023

Papers citing "Defending Against Backdoor Attacks by Layer-wise Feature Analysis"

5 / 5 papers shown

Title
IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency Linshan Hou Ruili Feng Zhongyun Hua Wei Luo Leo Yu Zhang Yiming Li AAML 46 19 0 16 May 2024
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection Tinghao Xie Xiangyu Qi Ping He Yiming Li Jiachen T. Wang Prateek Mittal AAML 25 9 0 23 Aug 2023
Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of Sound Hanbo Cai Pengcheng Zhang Hai Dong Yan Xiao Stefanos Koffas Yiming Li AAML 26 28 0 17 Jul 2023
Universal Detection of Backdoor Attacks via Density-based Clustering and Centroids Analysis Wei Guo B. Tondi Mauro Barni AAML 18 6 0 11 Jan 2023
M-to-N Backdoor Paradigm: A Multi-Trigger and Multi-Target Attack to Deep Learning Models Linshan Hou Zhongyun Hua Yuhong Li Yifeng Zheng Leo Yu Zhang AAML 26 2 0 03 Nov 2022