2024 "backdoor attacks" Papers
15 papers found
Backdoor Attacks via Machine Unlearning
Zihao Liu, Tianhao Wang, Mengdi Huai et al.
AAAI 2024paperarXiv:2510.13322
BadRL: Sparse Targeted Backdoor Attack against Reinforcement Learning
Jing Cui, Yufei Han, Yuzhe Ma et al.
AAAI 2024paperarXiv:2312.12585
26
citations
Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks
Wenhan Yang, Jingdong Gao, Baharan Mirzasoleiman
ICML 2024poster
Causality Based Front-door Defense Against Backdoor Attack on Language Models
Yiran Liu, Xiaoang Xu, Zhiyi Hou et al.
ICML 2024poster
Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normalization
Xingyi Zhao, Depeng Xu, Shuhan Yuan
ICML 2024poster
Does Few-Shot Learning Suffer from Backdoor Attacks?
Xinwei Liu, Xiaojun Jia, Jindong Gu et al.
AAAI 2024paperarXiv:2401.01377
23
citations
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang et al.
AAAI 2024paperarXiv:2312.00050
Flatness-aware Sequential Learning Generates Resilient Backdoors
Hoang Pham, The-Anh Ta, Anh Tran et al.
ECCV 2024posterarXiv:2407.14738
1
citations
IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency
Linshan Hou, Ruili Feng, Zhongyun Hua et al.
ICML 2024poster
Progressive Poisoned Data Isolation for Training-Time Backdoor Defense
Yiming Chen, Haiwei Wu, Jiantao Zhou
AAAI 2024paperarXiv:2312.12724
16
citations
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective
Zhen Qin, Feiyi Chen, Chen Zhi et al.
AAAI 2024paperarXiv:2309.16456
SHINE: Shielding Backdoors in Deep Reinforcement Learning
Zhuowen Yuan, Wenbo Guo, Jinyuan Jia et al.
ICML 2024poster
TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors
Yichuan Mo, Hui Huang, Mingjie Li et al.
ICML 2024poster
TrojVLM: Backdoor Attack Against Vision Language Models
Weimin Lyu, Lu Pang, Tengfei Ma et al.
ECCV 2024posterarXiv:2409.19232
23
citations
WBP: Training-time Backdoor Attacks through Hardware-based Weight Bit Poisoning
Kunbei Cai, Zhenkai Zhang, Qian Lou et al.
ECCV 2024poster