EvoMail: Self-Evolving Cognitive Agents for Adaptive Spam and Phishing Email Defense
Authors: Wei Huang, De-Tian Chu, Lin-Yuan Bai, Wei Kang, Hai-Tao Zhang, Bo Li, Zhi-Mo Han, Jing Ge, Hai-Feng Lin | Published: 2025-09-25
Large Language Model
LLM-based Vulnerability Discovery through the Lens of Code Metrics
Authors: Felix Weissberg, Lukas Pirch, Erik Imgrund, Jonas Möller, Thorsten Eisenhofer, Konrad Rieck | Published: 2025-09-23
LLM Jailbreak Detection for (Almost) Free!
Authors: Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu | Published: 2025-09-18
Yet Another Watermark for Large Language Models
Authors: Siyuan Bao, Ying Shi, Zhiguang Yang, Hanzhou Wu, Xinpeng Zhang | Published: 2025-09-16
NeuroStrike: Neuron-Level Attacks on Aligned LLMs
Authors: Lichao Wu, Sasha Behrouzi, Mohamadreza Rostami, Maximilian Thang, Stjepan Picek, Ahmad-Reza Sadeghi | Published: 2025-09-15
AttestLLM: Efficient Attestation Framework for Billion-scale On-device LLMs
Authors: Ruisi Zhang, Yifei Zhao, Neusha Javidnia, Mengxin Zheng, Farinaz Koushanfar | Published: 2025-09-08
VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities
Authors: Weizhe Wang, Wei Ma, Qiang Hu, Yao Zhang, Jianfei Sun, Bin Wu, Yang Liu, Guangquan Xu, Lingxiao Jiang | Published: 2025-09-03
Safety Alignment Should Be Made More Than Just A Few Attention Heads
Authors: Chao Huang, Zefeng Zhang, Juewei Yue, Quangang Li, Chuang Zhang, Tingwen Liu | Published: 2025-08-27
Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs
Authors: Yu Yan, Sheng Sun, Zhe Wang, Yijun Lin, Zenghao Duan, zhifei zheng, Min Liu, Zhiyi yin, Jianping Zhang | Published: 2025-08-22 | Updated: 2025-09-15
Jailbreaking Commercial Black-Box LLMs with Explicitly Harmful Prompts
Authors: Chiyu Zhang, Lu Zhou, Xiaogang Xu, Jiafei Wu, Liming Fang, Zhe Liu | Published: 2025-08-14