Invisible Threats from Model Context Protocol: Generating Stealthy Injection Payload via Tree-based Adaptive Search
Authors: Yulin Shen, Xudong Pan, Geng Hong, Min Yang | Published: 2026-03-25
Prompt Injection
Not All Tokens Are Created Equal: Query-Efficient Jailbreak Fuzzing for LLMs
Authors: Wenyu Chen, Xiangtao Meng, Chuanchao Zang, Li Wang, Xinyu Gao, Jianing Wang, Peng Zhan, Zheng Li, Shanqing Guo | Published: 2026-03-24
Robust Safety Monitoring of Language Models via Activation Watermarking
Authors: Toluwani Aremu, Daniil Ognev, Samuele Poppi, Nils Lukas | Published: 2026-03-24
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
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
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
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
Don’t Let the Claw Grip Your Hand: A Security Analysis and Defense Framework for OpenClaw
Authors: Zhengyang Shan, Jiayun Xin, Yue Zhang, Minghui Xu | Published: 2026-03-11
Compartmentalization-Aware Automated Program Repair
Authors: Jia Hu, Youcheng Sun, Pierre Olivier | Published: 2026-03-10