MEraser: An Effective Fingerprint Erasure Approach for Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Jingxuan, Xu, Zhenhua, Hu, Rui, Xing, Wenpeng, Zhang, Xuhong, Han, Meng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ForgetMark: Stealthy Fingerprint Embedding via Targeted Unlearning in Language Models
by: Xu, Zhenhua, et al.
Published: (2026)
by: Xu, Zhenhua, et al.
Published: (2026)
EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint
by: Xu, Zhenhua, et al.
Published: (2025)
by: Xu, Zhenhua, et al.
Published: (2025)
DNF: Dual-Layer Nested Fingerprinting for Large Language Model Intellectual Property Protection
by: Xu, Zhenhua, et al.
Published: (2026)
by: Xu, Zhenhua, et al.
Published: (2026)
PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement
by: Yue, Xubin, et al.
Published: (2025)
by: Yue, Xubin, et al.
Published: (2025)
KinGuard: Hierarchical Kinship-Aware Fingerprinting to Defend Against Large Language Model Stealing
by: Xu, Zhenhua, et al.
Published: (2026)
by: Xu, Zhenhua, et al.
Published: (2026)
LLMmap: Fingerprinting For Large Language Models
by: Pasquini, Dario, et al.
Published: (2024)
by: Pasquini, Dario, et al.
Published: (2024)
Towards Robust and Secure Embodied AI: A Survey on Vulnerabilities and Attacks
by: Xing, Wenpeng, et al.
Published: (2025)
by: Xing, Wenpeng, et al.
Published: (2025)
Temporal UI State Inconsistency in Desktop GUI Agents: Formalizing and Defending Against TOCTOU Attacks on Computer-Use Agents
by: Xu, Wenpeng
Published: (2026)
by: Xu, Wenpeng
Published: (2026)
A Behavioral Fingerprint for Large Language Models: Provenance Tracking via Refusal Vectors
by: Xu, Zhenyu, et al.
Published: (2026)
by: Xu, Zhenyu, et al.
Published: (2026)
CoTSRF: Utilize Chain of Thought as Stealthy and Robust Fingerprint of Large Language Models
by: Ren, Zhenzhen, et al.
Published: (2025)
by: Ren, Zhenzhen, et al.
Published: (2025)
Latent Fusion Jailbreak: Blending Harmful and Harmless Representations to Elicit Unsafe LLM Outputs
by: Xing, Wenpeng, et al.
Published: (2025)
by: Xing, Wenpeng, et al.
Published: (2025)
Neural Dehydration: Effective Erasure of Black-box Watermarks from DNNs with Limited Data
by: Lu, Yifan, et al.
Published: (2023)
by: Lu, Yifan, et al.
Published: (2023)
FNF: Functional Network Fingerprint for Large Language Models
by: Liu, Yiheng, et al.
Published: (2026)
by: Liu, Yiheng, et al.
Published: (2026)
REEF: Representation Encoding Fingerprints for Large Language Models
by: Zhang, Jie, et al.
Published: (2024)
by: Zhang, Jie, et al.
Published: (2024)
Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning
by: Iourovitski, Dmitri, et al.
Published: (2024)
by: Iourovitski, Dmitri, et al.
Published: (2024)
EditMF: Drawing an Invisible Fingerprint for Your Large Language Models
by: Wu, Jiaxuan, et al.
Published: (2025)
by: Wu, Jiaxuan, et al.
Published: (2025)
LLMs can be Dangerous Reasoners: Analyzing-based Jailbreak Attack on Large Language Models
by: Lin, Shi, et al.
Published: (2024)
by: Lin, Shi, et al.
Published: (2024)
Recent Advances in Attack and Defense Approaches of Large Language Models
by: Cui, Jing, et al.
Published: (2024)
by: Cui, Jing, et al.
Published: (2024)
Cordon-MAS: Defending RAG against Knowledge Poisoning via Information-Flow Control
by: Yu, Zhe, et al.
Published: (2026)
by: Yu, Zhe, et al.
Published: (2026)
Fingerprint Vector: Enabling Scalable and Efficient Model Fingerprint Transfer via Vector Addition
by: Xu, Zhenhua, et al.
Published: (2024)
by: Xu, Zhenhua, et al.
Published: (2024)
An Engorgio Prompt Makes Large Language Model Babble on
by: Dong, Jianshuo, et al.
Published: (2024)
by: Dong, Jianshuo, et al.
Published: (2024)
MCP-Guard: A Multi-Stage Defense-in-Depth Framework for Securing Model Context Protocol in Agentic AI
by: Xing, Wenpeng, et al.
Published: (2025)
by: Xing, Wenpeng, et al.
Published: (2025)
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models
by: Zhang, Yucheng, et al.
Published: (2024)
by: Zhang, Yucheng, et al.
Published: (2024)
Safeguarding Large Language Models: A Survey
by: Dong, Yi, et al.
Published: (2024)
by: Dong, Yi, et al.
Published: (2024)
Instructional Fingerprinting of Large Language Models
by: Xu, Jiashu, et al.
Published: (2024)
by: Xu, Jiashu, et al.
Published: (2024)
Membership Inference Attacks on Tokenizers of Large Language Models
by: Tong, Meng, et al.
Published: (2025)
by: Tong, Meng, et al.
Published: (2025)
AttnDiff: Attention-based Differential Fingerprinting for Large Language Models
by: Zhang, Haobo, et al.
Published: (2026)
by: Zhang, Haobo, et al.
Published: (2026)
Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity
by: Yan, Guang, et al.
Published: (2025)
by: Yan, Guang, et al.
Published: (2025)
Large Language Model Watermark Stealing With Mixed Integer Programming
by: Zhang, Zhaoxi, et al.
Published: (2024)
by: Zhang, Zhaoxi, et al.
Published: (2024)
When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models
by: Ou, Haoran, et al.
Published: (2025)
by: Ou, Haoran, et al.
Published: (2025)
GhostCite: A Large-Scale Analysis of Citation Validity in the Age of Large Language Models
by: Xu, Zuyao, et al.
Published: (2026)
by: Xu, Zuyao, et al.
Published: (2026)
Injection, Attack and Erasure: Revocable Backdoor Attacks via Machine Unlearning
by: Song, Baogang, et al.
Published: (2025)
by: Song, Baogang, et al.
Published: (2025)
SoK: Large Language Model Copyright Auditing via Fingerprinting
by: Shao, Shuo, et al.
Published: (2025)
by: Shao, Shuo, et al.
Published: (2025)
Layerwise Convergence Fingerprints for Runtime Misbehavior Detection in Large Language Models
by: Min, Nay Myat, et al.
Published: (2026)
by: Min, Nay Myat, et al.
Published: (2026)
Fingerprinting Deep Neural Networks for Ownership Protection: An Analytical Approach
by: Yang, Guang, et al.
Published: (2026)
by: Yang, Guang, et al.
Published: (2026)
Towards Effective Complementary Security Analysis using Large Language Models
by: Wagner, Jonas, et al.
Published: (2025)
by: Wagner, Jonas, et al.
Published: (2025)
SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From
by: Tong, Yao, et al.
Published: (2025)
by: Tong, Yao, et al.
Published: (2025)
Beyond A Fixed Seal: Adaptive Stealing Watermark in Large Language Models
by: Zhang, Shuhao, et al.
Published: (2026)
by: Zhang, Shuhao, et al.
Published: (2026)
Digital Forensics in the Age of Large Language Models
by: Yin, Zhipeng, et al.
Published: (2025)
by: Yin, Zhipeng, et al.
Published: (2025)
Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models
by: Xu, Zhenhua, et al.
Published: (2025)
by: Xu, Zhenhua, et al.
Published: (2025)
Similar Items
-
ForgetMark: Stealthy Fingerprint Embedding via Targeted Unlearning in Language Models
by: Xu, Zhenhua, et al.
Published: (2026) -
EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint
by: Xu, Zhenhua, et al.
Published: (2025) -
DNF: Dual-Layer Nested Fingerprinting for Large Language Model Intellectual Property Protection
by: Xu, Zhenhua, et al.
Published: (2026) -
PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement
by: Yue, Xubin, et al.
Published: (2025) -
KinGuard: Hierarchical Kinship-Aware Fingerprinting to Defend Against Large Language Model Stealing
by: Xu, Zhenhua, et al.
Published: (2026)