ClaimMirage: When Self-Claims in Domain Names Change LLM Threat Judgments
Authors: Daiki Chiba, Hiroki Nakano, Takashi Koide | Published: 2026-09-24
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The Tokens Remember: When Tokenization Bypasses Knowledge Editing and Unlearning
Authors: Manit Baser, Aditya Nawal, Dinil Mon Divakaran, Mohan Gurusamy | Published: 2026-09-24
DistillGuard: Malicious NPM Package Detection and API Attack Chain Analysis via Static Graph and LLM Distillation
Authors: Siyuan Pang, Yepeng Yao, Zhengwei Jiang, Zijing Fan, Baoxu Liu | Published: 2026-09-24
Calibrated Decision Models for Autonomous Penetration-Testing Harnesses: JEV and Laya as System One Decision Layers for LLM-Driven Pentest Agents
Authors: Joas Antonio dos Santos Barbosa | Published: 2026-09-24
On the Effectiveness of Kernel-Level Evidence for Agent Security
Authors: Spencer King, Zhilu Zhang, Mikhail Kuznetsov, Kay Liu, Baris Coskun, Wei Ding | Published: 2026-09-24
Codetta: High-Capacity, Keyless, and Undetectable Multi-Agent Collusion
Authors: Qi Pang, Virginia Smith, Wenting Zheng | Published: 2026-09-24
GUIAuditor: Enabling Post-hoc Child Safety Forensics via Action-Guided GUI Provenance on Mobile Devices
Authors: Junlin Liu, Yifeng Cai, Shuai Wang, Zhineng Zhong, Shaofei Li, Jiacheng Liu, Yuanchun Li, Ziqi Zhang, Xiangqun Chen, Ding Li, Yao Guo | Published: 2026-09-23
Finite-Sample Probabilistic Safety Certification for AI-Based Grid-Edge Coordination
Authors: Yihong Zhou, Hanbin Yang, Thomas Morstyn | Published: 2026-09-23
Your Model Is Leaking: Covert Information Transfer through LLM Residual Streams
Authors: Mingyuan Li, Yanna Jiang, Guangsheng Yu, Qin Wang, Xu Wang, Wei Ni, Ren Ping Liu | Published: 2026-09-23
A Bulletproof Business? Towards Detecting Infrastructure-as-a-Service Offerings on Telegram
Authors: Roy Ricaldi, Kristiyan Kyurkchiev, Irdin Pekaric | Published: 2026-09-23