FedReason: Large Language Models as Weight-Space Meta-Aggregators for Heterogeneous Federated Learning
Authors: Ali Mohammadi Ruzbahani, Abbas Yazdinejad, Hadis Karimipour | Published: 2026-11-05
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KeHoSu: Keyed Homoglyph Substitution for Authenticated Text Provenance over Copy-Paste Channels
Authors: Andrei Alexandru Drăghici, Sediola Ruko, Briland Hitaj, Dorjan Hitaj | Published: 2026-11-05
CANMentor: A Large-Small Model Collaboration Framework for CAN Bus Intrusion Detection
Authors: Zhiquan Liu, Haolin Gao, Bo Wu, Jingjing Guo, Heng Sun, Jianfeng Ma | Published: 2026-11-05
Beyond Instruction Override: Benchmarking Indirect Prompt Injection with Task-Tampering Attacks
Authors: Rongting Zhang, Martin Bertran, Sandeep Avula, Chia-Jung Lee, Vanessa Murdock | Published: 2026-11-05
Stress Testing Chain-of-Thought Monitoring Against Covert Misalignment
Authors: Yao Huang, Yifan Wang, Yitong Sun, Yichi Zhang, Yinpeng Dong | Published: 2026-11-05
JailBound: FOL-Guided Jailbreak Evaluation for Exploring LLM Behavioral Boundaries
Authors: Fazong Wu, Xin Wang, Ming Yang, Zhenyong Zhang, Xiaoming Wu | Published: 2026-11-05
MEvince: Knowledge-Constrained LLM Reasoning for Technique Identification from Malware Reports
Authors: Hongyu She, Yiling He, Mengda Xie, Yiping Liu, Xingzhi Qian, Zhan Qin, Lorenzo Cavallaro | Published: 2026-11-05
Signed but Not Safe: Requirement Integrity in Multi-Agent LLM Handoffs
Authors: Xiaobo Chen, Genliang Zhu, Ziyuan Wang, Chu Wang | Published: 2026-11-05
Adversarial Robustness of Kernel Machines: A Comprehensive Analysis
Authors: Rahul Kumar Yadav, Tunir Ghosh, Sudhendu Ahir, Parthe Pandit, Arjun Bhagoji | Published: 2026-11-05
Does Frontier AI Strengthen Cyber Defense? Evidence from Project Glasswing
Authors: Thomas Mosk | Published: 2026-11-04