BadMerging: Backdoor Attacks Against Model Merging

BadMerging: Backdoor Attacks Against Model Merging

14 August 2024

Zheng Li

Yang Zhang

Yuan Tian

Papers citing "BadMerging: Backdoor Attacks Against Model Merging"

11 / 11 papers shown

Title
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Z. Wang Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Guowen Xu AAML 37 0 0 06 May 2025
Multi-Level Collaboration in Model Merging Qi Li Runpeng Yu Xinchao Wang MoMe FedML 86 0 0 03 Mar 2025
BadJudge: Backdoor Vulnerabilities of LLM-as-a-Judge Terry Tong Fei-Yue Wang Zhe Zhao M. Chen AAML ELM 37 1 0 01 Mar 2025
Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging Lin Lu Zhigang Zuo Ziji Sheng Pan Zhou MoMe 48 0 0 22 Feb 2025
Be Cautious When Merging Unfamiliar LLMs: A Phishing Model Capable of Stealing Privacy Zhenyuan Guo Yi Shi Wenlong Meng Chen Gong Chengkun Wei Wenzhi Chen MoMe 60 0 0 17 Feb 2025
LADDER: Multi-objective Backdoor Attack via Evolutionary Algorithm Dazhuang Liu Yanqi Qiao Rui Wang K. Liang Georgios Smaragdakis AAML 60 0 0 28 Nov 2024
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace Jinluan Yang A. Tang Didi Zhu Zhengyu Chen Li Shen Fei Wu MoMe AAML 50 2 0 17 Oct 2024
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges Qin Liu Wenjie Mo Terry Tong Jiashu Xu Fei Wang Chaowei Xiao Muhao Chen AAML 31 4 0 30 Sep 2024
Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge Ansh Arora Xuanli He Maximilian Mozes Srinibas Swain Mark Dras Qiongkai Xu SILM MoMe AAML 39 12 0 29 Feb 2024
MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Using a Maximum Margin Statistic Hang Wang Zhen Xiang David J. Miller G. Kesidis AAML 22 40 0 13 May 2022
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning Lun Wang Zaynah Javed Xian Wu Wenbo Guo Xinyu Xing D. Song AAML 62 64 0 02 May 2021