Chaining Skills to Hijack LLM Agents
Authors: Tian Dong, Zixuan Ma, Haodong Zhao, Huaien Zhang, Shaofeng Li, Hao Chen | Published: 2026-10-01
文献データベース
False Floors: LLM Safety Routing Evaluations Break Under Distribution Shift
Authors: Amit Singh Bhatti, Vishal Vaddina | Published: 2026-10-01
High-quality Data Do not Mean Safe! Poisoning LLMs after Data Selection
Authors: Kaiyang Li, Jiahao Chen, Yuwen Pu, Chunyi Zhou, Tong Zhang, Bin Cai, Chunqiang Hu, Haibo Hu | Published: 2026-10-01
Sleeping Secrets: How Fine-Tuning Reawakens Privacy Risks in Language Models
Authors: Jianhong Li, Jiahao Chen, Yuwen Pu, Chunyi Zhou, Oubo Ma, Zhou Feng, Hangtao Zhang, Jichao Bi, Chunqiang Hu | Published: 2026-10-01
PACE: Provenance-Aware Capability Enforcement for Tool-Using LLM Agents
Authors: Fengpeng Li, Qizhou Wang, Yuke Hu, Kemou Li, Jun Liu, Haiwei Wu, Jiantao Zhou, Di Wang | Published: 2026-10-01
PPO-HRAP: Proximal Policy Optimization with a Hybrid Regime-Aware Policy for Risk-Controlled Trading
Authors: Duong Hien Chi Kien, Thanh Trung Huynh | Published: 2026-10-01
TRACE: Trajectory Return Attribution and Contrastive Erasure for Multi-Turn Safety
Authors: Fengpeng Li, Kemou Li, Qizhou Wang, Haiwei Wu, Jiantao Zhou, Di Wang | Published: 2026-10-01
Autonomous OSS Threat Detection via Taxonomy-Aligned LLMs
Authors: Md. Robiul Islam Niloy | Published: 2026-10-01
Jev-IDS: System One Models for Network Intrusion Detection
Authors: Paulo Severo, Silvio E. Quincozes, Amanda Dias | Published: 2026-10-01
MOMAT: Mixture of Multiple Atlases for Low-Power Jailbreak Defense of Quantized LLMs
Authors: Boyang Li, Bingyu Shen, Weihao Hong, Zhiyuan Jiang, Xinlei Guan, Yan Ma, Miles Q. Li, Yi Sheng, Ruiyang Qin | Published: 2026-10-01