LLMs Prompted for Legal Context Refuse More: Overrefusal from Small On-Premises LLMs in Criminal Legal Context
Authors: Anastasiia Kucherenko, Francois Brouchoud, Dimitri Percia David, Andrei Kucharavy | Published: 2026-10-19
文献データベース
GeoEdit: Adversarial De-Evidencing for Silent Geoprivacy Protection via Image Editing
Authors: Yu Yan, Shengjia Cheng, Fei Ma, Zhe Wang, Peng Chen | Published: 2026-10-19
SPLASH: Contrastive Audit Pressure for Detecting and Localizing Security Hallucinations in Generated Code
Authors: Mirza Masfiqur Rahman, MD Ajwad Akil, Imtiaz Karim, Ashish Kundu, Ramana Kompella, Elisa Bertino | Published: 2026-10-19
RAGLeak: Supply-Chain Privacy Backdoors in Retrieval-Augmented Generation
Authors: Yuchen Chen, Wei Cheng, Yuan Xiao, Junda He, Jieke Shi, PingPing OuYang, Quanjun Zhang, Chunrong Fang, David Lo, Zhenyu Chen | Published: 2026-10-19
Secure Agentic Coding through Counterexample-Grounded Feedback
Authors: Tue Le, Anh Nguyen Hoang, Gabriel Sasseville, Doseok Jang, Pierre-Luc Bacon, Nghi D. Q. Bui | Published: 2026-10-19
Budgeted Attack Scheduling for LLM Red-Teaming: The Roles of Static Priors, Semantic Guidance, and Online Feedback
Authors: Zhicheng Fang, Han Sun, Jiachen Lei, Xinyi Fang, Zongmin Zhang, Chenxu Fu, Sizhe Fang, Wei Xu | Published: 2026-10-19
Towards Architectural-Level Safety Control: Relocating Hazardous Knowledge into Removable Experts in Mixture-of-Experts Models
Authors: Cheng Jin, Zhongtian Ma, Xiao Wang, Han Qi, Xiaoyu Wen, Xiang Wang, Youbang Sun, Xia Hu, Bowen Zhou, Chaochao Lu, Qiaosheng Zhang | Published: 2026-10-19
Causal Humility: Governing the Authority of Fairness Claims Under Causal Uncertainty
Authors: Khadija Zanna, Rodrigo Ferreira, Frederick L. Oswald, Akane Sano | Published: 2026-10-19
How Effectively Do Security Skills Guide Coding Agents in Vulnerability Detection in Linux Kernel?
Authors: Haoran Xue, Nikta Akbarpour, Gias Uddin, Song Wang | Published: 2026-10-19
When Safety Fails Collectively: Robust Alignment Against Harmful Fine-Tuning via Joint Weight Perturbations
Authors: Zhiyuan Wang, Yuezhi Zhou, Zhu Zhang, Zhixing Tan | Published: 2026-10-19