Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework.

Zhirui Zeng Zhaoqi Wang Daqing He Zijian Zhang 0001 Ye Liu 0012 Jiamou Liu Zhirui Zeng Zhan Qin Zhen Li Xin Li 0033 Hongwei Yao Jincheng An Yong Liu Yi Li 0008 Qi Sun Xiulei Liu Liehuang Zhu Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework. 2661-2672 2026 WWW https://doi.org/10.1145/3774904.3792200 conf/www/2026 db/conf/www/www2026.html#WangHZLLZQLLYAL26 Zhirui Zeng Jiamou Liu Meng-Fen Chiang Jialing He Zijian Zhang 0001 S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems. 10375-10385 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.512 https://aclanthology.org/2025.acl-long.512/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#ZengLCH025

Zhirui Zeng Jialing He Tao Xiang 0001 Ning Wang 0003 Biwen Chen Shangwei Guo Cognitive Tracing Data Trails: Auditing Data Provenance in Discriminative Language Models Using Accumulated Discrepancy Score. 3379-3390 2024 November 16 Cogn. Comput. 6 https://doi.org/10.1007/s12559-024-10315-y db/journals/cogcom/cogcom16.html#ZengHXWCG24 streams/journals/cogcom

Zhirui Zeng Tao Xiang 0001 Shangwei Guo Jialing He Qiao Zhang 0002 Guowen Xu Tianwei Zhang 0004 Contrast-Then-Approximate: Analyzing Keyword Leakage of Generative Language Models. 5166-5180 2024 19 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2024.3392535 db/journals/tifs/tifs19.html#ZengXGHZXZ24

Jincheng An Biwen Chen Meng-Fen Chiang Shangwei Guo Daqing He Jialing He Xin Li 0033 Yi Li 0008 Zhen Li Jiamou Liu Xiulei Liu Ye Liu 0012 Yong Liu Zhan Qin Qi Sun Ning Wang 0003 Zhaoqi Wang Tao Xiang 0001 Guowen Xu Hongwei Yao Qiao Zhang 0002 Tianwei Zhang 0004 Zijian Zhang 0001 Liehuang Zhu