Have You Merged My Model? On The Robustness of Large Language Model IP
Protection Methods Against Model Merging

Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging

8 April 2024

Qi Li

Papers citing "Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging"

8 / 8 papers shown

Title
RAP-SM: Robust Adversarial Prompt via Shadow Models for Copyright Verification of Large Language Models Zhenhua Xu Zhebo Wang Maike Li Wenpeng Xing Chunqiang Hu Chen Zhi Meng Han AAML 33 0 0 08 May 2025
Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy Wei Junhao Yu Zhe Sakuma Jun AAML MoMe 59 0 0 08 Mar 2025
Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging Lin Lu Zhigang Zuo Ziji Sheng Pan Zhou MoMe 52 0 0 22 Feb 2025
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace Jinluan Yang Anke Tang Didi Zhu Zhengyu Chen Li Shen Fei Wu MoMe AAML 62 3 0 17 Oct 2024
MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models Shojiro Yamabe Tsubasa Takahashi Futa Waseda Koki Wataoka MoMe 83 1 0 11 Oct 2024
HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models Yu Zhou Xingyu Wu Jibin Wu Liang Feng Kay Chen Tan MoMe 61 0 0 27 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 58 12 0 29 Feb 2024
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic Rishabh Bhardwaj Do Duc Anh Soujanya Poria MoMe 50 36 0 19 Feb 2024