EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations
Authors: Xinyun Zhou, Xinfeng Li, Yinan Peng, Ming Xu, Xuanwang Zhang, Miao Yu, Yidong Wang, Xiaojun Jia, Kun Wang, Qingsong Wen, XiaoFeng Wang, Wei Dong | Published: 2025-12-01
Poisoning attack on RAG
GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs
Authors: Jiaji Ma, Puja Trivedi, Danai Koutra | Published: 2025-11-16
Large Language Models for Cyber Security
Authors: Raunak Somani, Aswani Kumar Cherukuri | Published: 2025-11-06
RAGRank: Using PageRank to Counter Poisoning in CTI LLM Pipelines
Authors: Austin Jia, Avaneesh Ramesh, Zain Shamsi, Daniel Zhang, Alex Liu | Published: 2025-10-23
RESCUE: Retrieval Augmented Secure Code Generation
Authors: Jiahao Shi, Tianyi Zhang | Published: 2025-10-21
PLAGUE: Plug-and-play framework for Lifelong Adaptive Generation of Multi-turn Exploits
Authors: Neeladri Bhuiya, Madhav Aggarwal, Diptanshu Purwar | Published: 2025-10-20 | Updated: 2025-10-22
RAG Security and Privacy: Formalizing the Threat Model and Attack Surface
Authors: Atousa Arzanipour, Rouzbeh Behnia, Reza Ebrahimi, Kaushik Dutta | Published: 2025-09-24
Adversarial Distilled Retrieval-Augmented Guarding Model for Online Malicious Intent Detection
Authors: Yihao Guo, Haocheng Bian, Liutong Zhou, Ze Wang, Zhaoyi Zhang, Francois Kawala, Milan Dean, Ian Fischer, Yuantao Peng, Noyan Tokgozoglu, Ivan Barrientos, Riyaaz Shaik, Rachel Li, Chandru Venkataraman, Reza Shifteh Far, Moses Pawar, Venkat Sundaranatha, Michael Xu, Frank Chu | Published: 2025-09-18
Who Taught the Lie? Responsibility Attribution for Poisoned Knowledge in Retrieval-Augmented Generation
Authors: Baolei Zhang, Haoran Xin, Yuxi Chen, Zhuqing Liu, Biao Yi, Tong Li, Lihai Nie, Zheli Liu, Minghong Fang | Published: 2025-09-17
AI Agentic Vulnerability Injection And Transformation with Optimized Reasoning
Authors: Amine Lbath, Massih-Reza Amini, Aurelien Delaitre, Vadim Okun | Published: 2025-08-28