Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack
Authors: Cheng Wang, Yiwei Wang, Yujun Cai, Bryan Hooi | Published: 2025-03-27
RAG
Language Models May Verbatim Complete Text They Were Not Explicitly Trained On
Authors: Ken Ziyu Liu, Christopher A. Choquette-Choo, Matthew Jagielski, Peter Kairouz, Sanmi Koyejo, Percy Liang, Nicolas Papernot | Published: 2025-03-21 | Updated: 2025-03-25
SOSecure: Safer Code Generation with RAG and StackOverflow Discussions
Authors: Manisha Mukherjee, Vincent J. Hellendoorn | Published: 2025-03-17
Privacy-Aware RAG: Secure and Isolated Knowledge Retrieval
Authors: Pengcheng Zhou, Yinglun Feng, Zhongliang Yang | Published: 2025-03-17
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
Authors: Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou | Published: 2025-03-15
SoK: Knowledge is All You Need: Accelerating Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs
Authors: Wenrui Cheng, Tiantian Zhu, Chunlin Xiong, Haofei Sun, Zijun Wang, Shunan Jing, Mingqi Lv, Yan Chen | Published: 2025-03-05 | Updated: 2025-04-28
RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models
Authors: Peizhuo Lv, Mengjie Sun, Hao Wang, Xiaofeng Wang, Shengzhi Zhang, Yuxuan Chen, Kai Chen, Limin Sun | Published: 2025-01-09
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
Authors: Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding | Published: 2024-09-12
A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution
Authors: Sampath Rajapaksha, Ruby Rani, Erisa Karafili | Published: 2024-08-12
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis
Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-06-11 | Updated: 2024-09-06