Specification-Guided Vulnerability Detection with Large Language Models
Authors: Hao Zhu, Jia Li, Cuiyun Gao, Jiaru Qian, Yihong Dong, Huanyu Liu, Lecheng Wang, Ziliang Wang, Xiaolong Hu, Ge Li | Published: 2025-11-06
Prompt Injection
Hybrid Fuzzing with LLM-Guided Input Mutation and Semantic Feedback
Authors: Shiyin Lin | Published: 2025-11-06
Let the Bees Find the Weak Spots: A Path Planning Perspective on Multi-Turn Jailbreak Attacks against LLMs
Authors: Yize Liu, Yunyun Hou, Aina Sui | Published: 2025-11-05
Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels
Authors: Chenghao Du, Quanfeng Huang, Tingxuan Tang, Zihao Wang, Adwait Nadkarni, Yue Xiao | Published: 2025-10-31 | Updated: 2025-11-06
ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio-Language Models
Authors: Weifei Jin, Yuxin Cao, Junjie Su, Minhui Xue, Jie Hao, Ke Xu, Jin Song Dong, Derui Wang | Published: 2025-10-30
LLMLogAnalyzer: A Clustering-Based Log Analysis Chatbot using Large Language Models
Authors: Peng Cai, Reza Ryan, Nickson M. Karie | Published: 2025-10-28
Network Intrusion Detection: Evolution from Conventional Approaches to LLM Collaboration and Emerging Risks
Authors: Yaokai Feng, Kouichi Sakurai | Published: 2025-10-27
Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies
Authors: Bin Wang, YiLu Zhong, MiDi Wan, WenJie Yu, YuanBing Ouyang, Yenan Huang, Hui Li | Published: 2025-10-27
SAID: Empowering Large Language Models with Self-Activating Internal Defense
Authors: Yulong Chen, Yadong Liu, Jiawen Zhang, Mu Li, Chao Huang, Jie Wen | Published: 2025-10-23
Defending Against Prompt Injection with DataFilter
Authors: Yizhu Wang, Sizhe Chen, Raghad Alkhudair, Basel Alomair, David Wagner | Published: 2025-10-22