Zhenhua Xu

According to our database, Zhenhua Xu authored at least 14 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MalURLBench: A Benchmark Evaluating Agents' Vulnerabilities When Processing Web URLs.

Dezhang Kong, Zhuxi Wu, Shiqi Liu, Zhicheng Tan, Kuichen Lu, Minghao Li, Qichen Liu, Shengyu Chu, Zhenhua Xu, Xuan Liu, Meng Han

CoRR, January, 2026

KinGuard: Hierarchical Kinship-Aware Fingerprinting to Defend Against Large Language Model Stealing.

Zhenhua Xu, Xiaoning Tian, Wenjun Zeng, Wenpeng Xing, Tianliang Lu, Gaolei Li, Chaochao Chen, Meng Han

CoRR, January, 2026

DNF: Dual-Layer Nested Fingerprinting for Large Language Model Intellectual Property Protection.

Zhenhua Xu, Yiran Zhao, Mengting Zhong, Dezhang Kong, Changting Lin, Tong Qiao, Meng Han

CoRR, January, 2026

ForgetMark: Stealthy Fingerprint Embedding via Targeted Unlearning in Language Models.

Zhenhua Xu, Haobo Zhang, Zhebo Wang, Qichen Liu, Haitao Xu, Wenpeng Xing, Meng Han

CoRR, January, 2026

2025

Web Fraud Attacks Against LLM-Driven Multi-Agent Systems.

Dezhang Kong, Hujin Peng, Yilun Zhang, Lele Zhao, Zhenhua Xu, Shi Lin, Changting Lin, Meng Han

CoRR, September, 2025

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends.

Zhenhua Xu, Xubin Yue, Zhebo Wang, Qichen Liu, Xixiang Zhao, Jingxuan Zhang, Wenjun Zeng, Wengpeng Xing, Dezhang Kong, Changting Lin, Meng Han

CoRR, August, 2025

A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures.

Dezhang Kong, Shi Lin, Zhenhua Xu, Zhebo Wang, Minghao Li, Yufeng Li, Yilun Zhang, Hujin Peng, Zeyang Sha, Yuyuan Li, Changting Lin, Xun Wang, Xuan Liu, Ningyu Zhang, Chaochao Chen, Muhammad Khurram Khan, Meng Han

CoRR, June, 2025

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

CoRR, May, 2025

PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement.

Xubin Yue, Zhenhua Xu, Wenpeng Xing, Jiahui Yu, Mohan Li, Meng Han

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor.

Zhenhua Xu, Xixiang Zhao, Xubin Yue, Shengwei Tian, Changting Lin, Meng Han

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models.

Zhenhua Xu, Zhaokun Yan, Binhan Xu, Xin Tong, Haitao Xu, Yourong Chen, Meng Han

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint.

Zhenhua Xu, Meng Han, Wenpeng Xing

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

MEraser: An Effective Fingerprint Erasure Approach for Large Language Models.

Jingxuan Zhang, Zhenhua Xu, Rui Hu, Wenpeng Xing, Xuhong Zhang, Meng Han

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

FP-VEC: Fingerprinting Large Language Models via Efficient Vector Addition.

Zhenhua Xu, Wenpeng Xing, Zhebo Wang, Chang Hu, Chen Jie, Meng Han

CoRR, 2024