$p^2$RAG: Privacy-Preserving RAG Service Supporting Arbitrary Top-$k$ Retrieval
Authors: Yulong Ming, Mingyue Wang, Jijia Yang, Cong Wang, Xiaohua Jia | Published: 2026-03-16
Cascade: Composing Software-Hardware Attack Gadgets for Adversarial Threat Amplification in Compound AI Systems
Authors: Sarbartha Banerjee, Prateek Sahu, Anjo Vahldiek-Oberwagner, Jose Sanchez Vicarte, Mohit Tiwari | Published: 2026-03-12
Understanding LLM Behavior When Encountering User-Supplied Harmful Content in Harmless Tasks
Authors: Junjie Chu, Yiting Qu, Ye Leng, Michael Backes, Yun Shen, Savvas Zannettou, Yang Zhang | Published: 2026-03-12
Exponential-Family Membership Inference: From LiRA and RMIA to BaVarIA
Authors: Rickard Brännvall | Published: 2026-03-12
Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats
Authors: Xinhao Deng, Yixiang Zhang, Jiaqing Wu, Jiaqi Bai, Sibo Yi, Zhuoheng Zou, Yue Xiao, Rennai Qiu, Jianan Ma, Jialuo Chen, Xiaohu Du, Xiaofang Yang, Shiwen Cui, Changhua Meng, Weiqiang Wang, Jiaxing Song, Ke Xu, Qi Li | Published: 2026-03-12
KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation
Authors: Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang | Published: 2026-03-12
TOSSS: a CVE-based Software Security Benchmark for Large Language Models
Authors: Marc Damie, Murat Bilgehan Ertan, Domenico Essoussi, Angela Makhanu, Gaëtan Peter, Roos Wensveen | Published: 2026-03-11
Incremental Federated Learning for Intrusion Detection in IoT Networks under Evolving Threat Landscape
Authors: Muaan Ur Rehman, Hayretdin Bahs, Rajesh Kalakoti | Published: 2026-03-11
CacheSolidarity: Preventing Prefix Caching Side Channels in Multi-tenant LLM Serving Systems
Authors: Panagiotis Georgios Pennas, Konstantinos Papaioannou, Marco Guarnieri, Thaleia Dimitra Doudali | Published: 2026-03-11
Detecting and Eliminating Neural Network Backdoors Through Active Paths with Application to Intrusion Detection
Authors: Eirik Høyheim, Magnus Wiik Eckhoff, Gudmund Grov, Robert Flood, David Aspinall | Published: 2026-03-11