Can MLLMs Detect Phishing? A Comprehensive Security Benchmark Suite Focusing on Dynamic Threats and Multimodal Evaluation in Academic Environments
Authors: Jingzhuo Zhou | Published: 2025-11-19
Prompt Injection
ForgeDAN: An Evolutionary Framework for Jailbreaking Aligned Large Language Models
Authors: Siyang Cheng, Gaotian Liu, Rui Mei, Yilin Wang, Kejia Zhang, Kaishuo Wei, Yuqi Yu, Weiping Wen, Xiaojie Wu, Junhua Liu | Published: 2025-11-17
SGuard-v1: Safety Guardrail for Large Language Models
Authors: JoonHo Lee, HyeonMin Cho, Jaewoong Yun, Hyunjae Lee, JunKyu Lee, Juree Seok | Published: 2025-11-16
SeedAIchemy: LLM-Driven Seed Corpus Generation for Fuzzing
Authors: Aidan Wen, Norah A. Alzahrani, Jingzhi Jiang, Andrew Joe, Karen Shieh, Andy Zhang, Basel Alomair, David Wagner | Published: 2025-11-16
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
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