ActionGuard: Tool Call Authorization under Poisoned Skills
Authors: Jihun Han, Yejin Jang, Byung Il Kwak, Mee Lan Han | Published: 2026-09-30
Attack Evaluation
ALIBI: Adversarial Legitimacy Injection in Binary Input against LLM Malware Analyzers
Authors: Hyeongjun Choi, Wonyoung Jung, Haehoon Seo, Sungyup Nam | Published: 2026-09-17
Red-Teaming Auto Mode: Improving Blocking Classifiers Against Malign Coding Agents
Authors: Alex Remedios, Simon Storf, Fabien Roger, John Hughes | Published: 2026-09-17
Collective Loss of Control in LLM Agent Systems: An Epidemic Account of Mutation, Contagion, and Recovery
Authors: Xiangfan Wu, Zonghao Ying, Huiyu Wu, Xing Zheng, Huangsheng Cheng, Xiaorong Shi, Jing Guo | Published: 2026-09-16
Market Signal Injection: Adversarial Context Manipulation of LLM Pricing Agents
Authors: Dohun Lee, Hyunwoo Park | Published: 2026-09-16
BENCHCOMPASS: From Scores to Signals for Training and Harness Decisions in Payment-Domain LLMs
Authors: Sijie Dong, Wei Ren, Xuanwei Hu, Jiawei Luo, Zifan Wang, Xiaoyun Feng, Hui Cai, Lyuxin Xue, Peng Lu, Jianshe Li, Xin Zhang, Wei Wu | Published: 2026-09-16
Usability as a Weapon: Attacking the Safety of LLM-Based Code Generation via Usability Requirements
Authors: Yue Li, Xiao Li, Hao Wu, Yue Zhang, Yechao Zhang, Yating Liu, Fengyuan Xu, Sheng Zhong | Published: 2026-05-11
Exploit Tool Invocation Prompt for Tool Behavior Hijacking in LLM-Based Agentic System
Authors: Yu Liu, Yuchong Xie, Mingyu Luo, Zesen Liu, Zhixiang Zhang, Kaikai Zhang, Zongjie Li, Ping Chen, Shuai Wang, Dongdong She | Published: 2025-09-06 | Updated: 2025-09-15
When Good Sounds Go Adversarial: Jailbreaking Audio-Language Models with Benign Inputs
Authors: Bodam Kim, Hiskias Dingeto, Taeyoun Kwon, Dasol Choi, DongGeon Lee, Haon Park, JaeHoon Lee, Jongho Shin | Published: 2025-08-05
Jailbreak Distillation: Renewable Safety Benchmarking
Authors: Jingyu Zhang, Ahmed Elgohary, Xiawei Wang, A S M Iftekhar, Ahmed Magooda, Benjamin Van Durme, Daniel Khashabi, Kyle Jackson | Published: 2025-05-28