Unlearning Backdoor Attacks through Gradient-Based Model Pruning
Authors: Kealan Dunnett, Reza Arablouei, Dimity Miller, Volkan Dedeoglu, Raja Jurdak | Published: 2024-05-07
Backdoor Attack
TuBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning
Authors: Xuanli He, Jun Wang, Qiongkai Xu, Pasquale Minervini, Pontus Stenetorp, Benjamin I. P. Rubinstein, Trevor Cohn | Published: 2024-04-30 | Updated: 2025-03-17
Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models
Authors: Jiaming He, Wenbo Jiang, Guanyu Hou, Wenshu Fan, Rui Zhang, Hongwei Li | Published: 2024-04-23 | Updated: 2025-01-08
Competition Report: Finding Universal Jailbreak Backdoors in Aligned LLMs
Authors: Javier Rando, Francesco Croce, Kryštof Mitka, Stepan Shabalin, Maksym Andriushchenko, Nicolas Flammarion, Florian Tramèr | Published: 2024-04-22 | Updated: 2024-06-06
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models
Authors: Zhenyang Ni, Rui Ye, Yuxi Wei, Zhen Xiang, Yanfeng Wang, Siheng Chen | Published: 2024-04-19 | Updated: 2024-04-22
Exploring Backdoor Vulnerabilities of Chat Models
Authors: Yunzhuo Hao, Wenkai Yang, Yankai Lin | Published: 2024-04-03
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
Authors: Yuxin Wen, Leo Marchyok, Sanghyun Hong, Jonas Geiping, Tom Goldstein, Nicholas Carlini | Published: 2024-04-01
A Backdoor Approach with Inverted Labels Using Dirty Label-Flipping Attacks
Authors: Orson Mengara | Published: 2024-03-29 | Updated: 2024-04-07
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
Authors: Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu | Published: 2024-03-15
Interactive Trimming against Evasive Online Data Manipulation Attacks: A Game-Theoretic Approach
Authors: Yue Fu, Qingqing Ye, Rong Du, Haibo Hu | Published: 2024-03-15