Monitoring LLM-based Multi-Agent Systems Against Corruptions via Node Evaluation
Authors: Chengcan Wu, Zhixin Zhang, Mingqian Xu, Zeming Wei, Meng Sun | Published: 2025-10-22
Indirect Prompt Injection
Defending Against Prompt Injection with DataFilter
Authors: Yizhu Wang, Sizhe Chen, Raghad Alkhudair, Basel Alomair, David Wagner | Published: 2025-10-22
LLM Agents for Automated Web Vulnerability Reproduction: Are We There Yet?
Authors: Bin Liu, Yanjie Zhao, Guoai Xu, Haoyu Wang | Published: 2025-10-16
In-Browser LLM-Guided Fuzzing for Real-Time Prompt Injection Testing in Agentic AI Browsers
Authors: Avihay Cohen | Published: 2025-10-15
TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code
Authors: Alexander Sternfeld, Andrei Kucharavy, Ljiljana Dolamic | Published: 2025-10-13
From Defender to Devil? Unintended Risk Interactions Induced by LLM Defenses
Authors: Xiangtao Meng, Tianshuo Cong, Li Wang, Wenyu Chen, Zheng Li, Shanqing Guo, Xiaoyun Wang | Published: 2025-10-09
Unified Threat Detection and Mitigation Framework (UTDMF): Combating Prompt Injection, Deception, and Bias in Enterprise-Scale Transformers
Authors: Santhosh KumarRavindran | Published: 2025-10-06
Autonomy Matters: A Study on Personalization-Privacy Dilemma in LLM Agents
Authors: Zhiping Zhang, Yi Evie Zhang, Freda Shi, Tianshi Li | Published: 2025-10-06
Position: Privacy Is Not Just Memorization!
Authors: Niloofar Mireshghallah, Tianshi Li | Published: 2025-10-02
Fine-Tuning Jailbreaks under Highly Constrained Black-Box Settings: A Three-Pronged Approach
Authors: Xiangfang Li, Yu Wang, Bo Li | Published: 2025-10-01 | Updated: 2025-10-09