Sparse Models, Sparse Safety: Unsafe Routes in Mixture-of-Experts LLMs
Authors: Yukun Jiang, Hai Huang, Mingjie Li, Yage Zhang, Michael Backes, Yang Zhang | Published: 2026-02-09
On Protecting Agentic Systems’ Intellectual Property via Watermarking
Authors: Liwen Wang, Zongjie Li, Yuchong Xie, Shuai Wang, Dongdong She, Wei Wang, Juergen Rahmel | Published: 2026-02-09
Towards Real-World Industrial-Scale Verification: LLM-Driven Theorem Proving on seL4
Authors: Jianyu Zhang, Fuyuan Zhang, Jiayi Lu, Jilin Hu, Xiaoyi Yin, Long Zhang, Feng Yang, Yongwang Zhao | Published: 2026-02-09
InfiCoEvalChain: A Blockchain-Based Decentralized Framework for Collaborative LLM Evaluation
Authors: Yifan Yang, Jinjia Li, Kunxi Li, Puhao Zheng, Yuanyi Wang, Zheyan Qu, Yang Yu, Jianmin Wu, Ming Li, Hongxia Yang | Published: 2026-02-09
Deep Learning for Contextualized NetFlow-Based Network Intrusion Detection: Methods, Data, Evaluation and Deployment
Authors: Abdelkader El Mahdaouy, Issam Ait Yahia, Soufiane Oualil, Ismail Berrada | Published: 2026-02-05
Clouding the Mirror: Stealthy Prompt Injection Attacks Targeting LLM-based Phishing Detection
Authors: Takashi Koide, Hiroki Nakano, Daiki Chiba | Published: 2026-02-05
BadTemplate: A Training-Free Backdoor Attack via Chat Template Against Large Language Models
Authors: Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Guowen Xu | Published: 2026-02-05
Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening
Authors: Zhenxiong Yu, Zhi Yang, Zhiheng Jin, Shuhe Wang, Heng Zhang, Yanlin Fei, Lingfeng Zeng, Fangqi Lou, Shuo Zhang, Tu Hu, Jingping Liu, Rongze Chen, Xingyu Zhu, Kunyi Wang, Chaofa Yuan, Xin Guo, Zhaowei Liu, Feipeng Zhang, Jie Huang, Huacan Wang, Ronghao Chen, Liwen Zhang | Published: 2026-02-05
SynAT: Enhancing Security Knowledge Bases via Automatic Synthesizing Attack Tree from Crowd Discussions
Authors: Ziyou Jiang, Lin Shi, Guowei Yang, Xuyan Ma, Fenglong Li, Qing Wang | Published: 2026-02-05
Hallucination-Resistant Security Planning with a Large Language Model
Authors: Kim Hammar, Tansu Alpcan, Emil Lupu | Published: 2026-02-05