Securing Retrieval-Augmented Generation: A Taxonomy of Attacks, Defenses, and Future Directions
Authors: Yuming Xu, Mingtao Zhang, Zhuohan Ge, Haoyang Li, Nicole Hu, Jason Chen Zhang, Qing Li, Lei Chen | Published: 2026-04-09
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Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models
Authors: Weiwei Qi, Zefeng Wu, Tianhang Zheng, Zikang Zhang, Xiaojun Jia, Zhan Qin, Kui Ren | Published: 2026-04-09
The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign LLMs in Post-Training
Authors: Rui Zhang, Hongwei Li, Yun Shen, Xinyue Shen, Wenbo Jiang, Guowen Xu, Yang Liu, Michael Backes, Yang Zhang | Published: 2026-04-09
On the Price of Privacy for Language Identification and Generation
Authors: Xiaoyu Li, Andi Han, Jiaojiao Jiang, Junbin Gao | Published: 2026-04-08
TraceSafe: A Systematic Assessment of LLM Guardrails on Multi-Step Tool-Calling Trajectories
Authors: Yen-Shan Chen, Sian-Yao Huang, Cheng-Lin Yang, Yun-Nung Chen | Published: 2026-04-08
VulGD: A LLM-Powered Dynamic Open-Access Vulnerability Graph Database
Authors: Luat Do, Jiao Yin, Jinli Cao, Hua Wang | Published: 2026-04-08
Data Leakage in Automotive Perception: Practitioners’ Insights
Authors: Md Abu Ahammed Babu, Sushant Kumar Pandey, Darko Durisic, Andras Balint, Miroslaw Staron | Published: 2026-04-08
SentinelSphere: Integrating AI-Powered Real-Time Threat Detection with Cybersecurity Awareness Training
Authors: Nikolaos D. Tantaroudas, Ilias Karachalios, Andrew J. McCracken | Published: 2026-04-08
MirageBackdoor: A Stealthy Attack that Induces Think-Well-Answer-Wrong Reasoning
Authors: Yizhe Zeng, Wei Zhang, Yunpeng Li, Juxin Xiao, Xiao Wang, Yuling Liu | Published: 2026-04-08
Argus: Reorchestrating Static Analysis via a Multi-Agent Ensemble for Full-Chain Security Vulnerability Detection
Authors: Zi Liang, Qipeng Xie, Jun He, Bohuan Xue, Weizheng Wang, Yuandao Cai, Fei Luo, Boxian Zhang, Haibo Hu, Kaishun Wu | Published: 2026-04-08