Defending MoE LLMs against Harmful Fine-Tuning via Safety Routing Alignment
Authors: Jaehan Kim, Minkyoo Song, Seungwon Shin, Sooel Son | Published: 2025-09-26 | Updated: 2025-10-09
Backdoor Attribution: Elucidating and Controlling Backdoor in Language Models
Authors: Miao Yu, Zhenhong Zhou, Moayad Aloqaily, Kun Wang, Biwei Huang, Stephen Wang, Yueming Jin, Qingsong Wen | Published: 2025-09-26 | Updated: 2025-09-30
It’s not Easy: Applying Supervised Machine Learning to Detect Malicious Extensions in the Chrome Web Store
Authors: Ben Rosenzweig, Valentino Dalla Valle, Giovanni Apruzzese, Aurore Fass | Published: 2025-09-25 | Updated: 2025-10-02
No Prior, No Leakage: Revisiting Reconstruction Attacks in Trained Neural Networks
Authors: Yehonatan Refael, Guy Smorodinsky, Ofir Lindenbaum, Itay Safran | Published: 2025-09-25
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
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
Authors: Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou | Published: 2025-09-25
Automatic Red Teaming LLM-based Agents with Model Context Protocol Tools
Authors: Ping He, Changjiang Li, Binbin Zhao, Tianyu Du, Shouling Ji | Published: 2025-09-25
Dual-Path Phishing Detection: Integrating Transformer-Based NLP with Structural URL Analysis
Authors: Ibrahim Altan, Abdulla Bachir, Yousuf Parbhulkar, Abdul Muksith Rizvi, Moshiur Farazi | Published: 2025-09-25
RLCracker: Exposing the Vulnerability of LLM Watermarks with Adaptive RL Attacks
Authors: Hanbo Huang, Yiran Zhang, Hao Zheng, Xuan Gong, Yihan Li, Lin Liu, Shiyu Liang | Published: 2025-09-25
FlowXpert: Context-Aware Flow Embedding for Enhanced Traffic Detection in IoT Network
Authors: Chao Zha, Haolin Pan, Bing Bai, Jiangxing Wu, Ruyun Zhang | Published: 2025-09-25