Beyond F1: Evaluating Coverage and Failure Recovery in AI Model Security Scanners
Authors: Qianlong Lan, Vinothini Pandurangan, Anuj Kaul, Indranil Sanyal | Published: 2026-08-27
Literature Database
SPA: Securing Persistent LLM Agents Across Queries with Plan-First Information-Flow Control
Authors: Dylan Girrens, Guangjing Wang | Published: 2026-08-27
Safety Does Not Compose: Non-Decaying Loop State for Autonomous LLM Agents
Authors: Chenhao Wu, Haoxuan Jia, Yang Liu, Yingguang Yang, Yuhan Lin, Chongyang Zhang, Hao Zheng, Yulin Huang, Jianshen Zhang, Yongzhi Qi, Shang Luo, Kefu Xu, Jifeng Zhu, Bin Chong | Published: 2026-08-27
LAAF: A Layered Accountability Architecture Framework for LLM Applications
Authors: Prachi Chaturvedi, Shahnawaz Ahmad, Ehsan Nowroozi, Muhammad Waqas, George Loukas, Alireza Jolfaei, Lucas Cordeiro, Pierre Dantas | Published: 2026-08-27
PLCBench: Can Autonomous LLM Agents Turn PLC Access into Sustained Physical Impact?
Authors: Yitian Zhou, Jingyu Zheng, Qiliang Jiang, Linkang Du, Haoming Liu, Lichao Wu, Shiyi Zhao, Mengxiang Liu, Ruilong Deng | Published: 2026-08-27
Are We Shooting Flies with Cannons? Trade-off Analysis for AI-based 5G Intrusion Detection
Authors: Federica Uccello, Simin Nadjm-Tehrani | Published: 2026-08-27
When Relationships Break: Interpreting Network Traffic Anomalies via Dependency Violations
Authors: Federica Uccello, Simin Nadjm-Tehrani | Published: 2026-08-27
Daydreaming: Stealing Hidden Agent Skills through Black-Box Task Interaction
Authors: Yu-Lin Tsai, Yu-An Lu, Ci-Yang Tsai, Muxi Lyu, Raluca Ada Popa, Chia-Mu Yu | Published: 2026-08-27
Beyond Vector Hiding: Breaking and Mitigating Shared-Direction Weight Obfuscation in TEE-Offloaded Large Language Models
Authors: Menghui Zhang, Aoying Zheng, Guoxiao Liu, Zizhuang Deng, Jiejing Wen, Jincheng Zhuang, Ran Tao | Published: 2026-08-27
Unsaid, Unsafe? Implicit Security Obligations in LLM-Based RTL Code Generation
Authors: Guang Yang, Xing Hu, Xiang Chen, Xin Xia | Published: 2026-08-27