What Guides the Agent? Adjudicating Unauthorized Behavior via Localizing Behavior-Guiding Instructions
Authors: Yichao Gao, Yumo Zhang, Yunhao Yao, Haohua Du, Puhan Luo, Ruiqi Li, Zhiqiang Wang | Published: 2026-08-25
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WebMCP-Phalanx: Enforcing and Characterizing Trust Boundaries for Browser-Integrated LLM Agents
Authors: Lin-Fa Lee, YI-YU Chang, Kuo-Hui Yeh | Published: 2026-08-25
RAGSentinel: Certifiable Geometric Consensus for Robust Retrieval-Augmented Generation
Authors: Yueyang Quan, Anjun Gao, Yufei Xia, Minghong Fang, Zhuqing Liu | Published: 2026-08-25
NeuronGuard: Robust LLM Safety Alignment via Ablation-Aware Safety Signal Redistribution
Authors: Anjun Gao, Yueyang Quan, Yufei Xia, Zhuqing Liu, Minghong Fang | Published: 2026-08-25
STAIN-FL: Stealthy Targeted Attack Injection with Contextual Triggers in Federated Learning
Authors: Ashlinder Kaur, Purnima Murali Mohan, Zengxiang Li, Tram Truong-Huu | Published: 2026-08-25
Robustness of Anomaly Detection Models for Industrial Control Systems under Training-Time Data Contamination
Authors: Mustafa Umut Ozbek, Taiwo Ojo, Pooria Madani, Khalil El-Khatib, Li Yang | Published: 2026-08-24
InjecMEM: Memory Injection Attack on LLM Agent Memory Systems
Authors: Hanling Tian, Gengyu Zhang, Zeyang Sha, Jingying Wang, Yuhang Liu, Zhehao Huang, Kun Yang, Xiaolin Huang | Published: 2026-08-24
Adversarial Entropy Inflation Against Gumbel-Based Inference Verification
Authors: Nikita Kezins | Published: 2026-08-24
CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild
Authors: Jian Yang, Haau-Sing Li, Shawn Guo, Zixi Zhao, Yibo Tan, Jiajun Wu, Aishan Liu, Xianglong Liu, Tianyu Zheng, Bryan Dai, Chengran Yang | Published: 2026-08-24
Graph Representation Learning of Lightweight IoT Ciphers
Authors: Jonathan Cook, Sabih ur Rehman, M. Arif Khan | Published: 2026-08-24