Network Intrusion Detection: Evolution from Conventional Approaches to LLM Collaboration and Emerging Risks
Authors: Yaokai Feng, Kouichi Sakurai | Published: 2025-10-27
Prompt Injection
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
Evaluating Large Language Models in detecting Secrets in Android Apps
Authors: Marco Alecci, Jordan Samhi, Tegawendé F. Bissyandé, Jacques Klein | Published: 2025-10-21
CLASP: Cost-Optimized LLM-based Agentic System for Phishing Detection
Authors: Fouad Trad, Ali Chehab | Published: 2025-10-21
Prompting the Priorities: A First Look at Evaluating LLMs for Vulnerability Triage and Prioritization
Authors: Osama Al Haddad, Muhammad Ikram, Ejaz Ahmed, Young Lee | Published: 2025-10-21
One Size Fits All? A Modular Adaptive Sanitization Kit (MASK) for Customizable Privacy-Preserving Phone Scam Detection
Authors: Kangzhong Wang, Zitong Shen, Youqian Zhang, Michael MK Cheung, Xiapu Luo, Grace Ngai, Eugene Yujun Fu | Published: 2025-10-21
CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks
Authors: Xu Zhang, Hao Li, Zhichao Lu | Published: 2025-10-20
Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks
Authors: Xinkai Wang, Beibei Li, Zerui Shao, Ao Liu, Shouling Ji | Published: 2025-10-20