SparLeak: Privacy Leakage from Sparse Attention in LLM Inference on Shared GPUs
Authors: Fahao Chen, Linkang Du, Jinhao Zhou, Peng Li, Zhou Su | Published: 2026-09-30
Literature Database
Uncovering Uncontrolled Repetition through Residual Stream Dynamics
Authors: Yuanhe Zhang, Xinyao Zhou, Haoran Gao, Yuyao Zhang, Zhenhong Zhou, Fanyu Meng, Li Sun, Sen Su | Published: 2026-09-30
Brain-SAD: A Brain-Inspired Safe Autonomous Driving Control Framework with Dynamic Fear-Oriented Constraint on Dual-Policy
Authors: Huan Rong, Chao Yin, Anouar Imel, Yijie Xia, Tinghuai Ma | Published: 2026-09-29
Dagger: Decoupling-based Model Stealing Attack against Graph Neural Networks
Authors: Ying Song, Xiaowei Jia, Balaji Palanisamy | Published: 2026-09-29
Boids of a Feather Flock Together – Evolving Prey Behaviours Under Different Predator Attack Strategies
Authors: Augusta van Haren, Hanna Hoogen, Luca Pattavina | Published: 2026-09-29
Where Do LLMs Decide to Break the Rules? Mechanistic Localization of Prompt Injection Compliance
Authors: Rui Wen, Jiayang Liu, Zeyu Yang, Jun Sakuma, Lu Sun | Published: 2026-09-29
Correct, Don’t Delete: Mitigating Emergent Misalignment with Corrective Supervision
Authors: Jacob Epifano | Published: 2026-09-29
Concealing LLM-Based Multi-Agent Topology via Phantom Structure Injection
Authors: Longzhu He, Zelang Wen, Xinfeng Li, Sen Su, XiaoFeng Wang | Published: 2026-09-29
Confidence-Guided Protocol IR for LLM-Aided Security Protocol Modeling
Authors: Siqi Li, Yufan Cai, Hongshu Wang, Xinyue Zuo, Zhe Hou, Jin Song Dong | Published: 2026-09-29
Backdoor Mitigation in Decentralized LLM Fine-Tuning
Authors: Sayan Biswas, Jade Garcia Bourrée, Rachid Guerraoui, Maxime Jacovella, Anne-Marie Kermarrec, Sathwika Peechara, Martijn de Vos, Milos Vujasinovic | Published: 2026-09-29