GuardTrace-VL: Detecting Unsafe Multimodel Reasoning via Iterative Safety Supervision
Authors: Yuxiao Xiang, Junchi Chen, Zhenchao Jin, Changtao Miao, Haojie Yuan, Qi Chu, Tao Gong, Nenghai Yu | Published: 2025-11-26
Prompt Injection
Can LLMs Make (Personalized) Access Control Decisions?
Authors: Friederike Groschupp, Daniele Lain, Aritra Dhar, Lara Magdalena Lazier, Srdjan Čapkun | Published: 2025-11-25
Adversarial Attack-Defense Co-Evolution for LLM Safety Alignment via Tree-Group Dual-Aware Search and Optimization
Authors: Xurui Li, Kaisong Song, Rui Zhu, Pin-Yu Chen, Haixu Tang | Published: 2025-11-24
Can LLMs Threaten Human Survival? Benchmarking Potential Existential Threats from LLMs via Prefix Completion
Authors: Yu Cui, Yifei Liu, Hang Fu, Sicheng Pan, Haibin Zhang, Cong Zuo, Licheng Wang | Published: 2025-11-24
Understanding and Mitigating Over-refusal for Large Language Models via Safety Representation
Authors: Junbo Zhang, Ran Chen, Qianli Zhou, Xinyang Deng, Wen Jiang | Published: 2025-11-24
Small Language Models for Phishing Website Detection: Cost, Performance, and Privacy Trade-Offs
Authors: Georg Goldenits, Philip Koenig, Sebastian Raubitzek, Andreas Ekelhart | Published: 2025-11-19
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
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