Safeguards Based on Copyable Context Cannot Provide Reliable Safety for LLMs
Authors: Pingyu Wu, Lingyao Zhu, Weiming Zhang, Nenghai Yu | Published: 2026-07-30
Literature Database
One Anchor for All: Unified Multilingual and Multimodal Safety Alignment for LVLMs
Authors: Enyi Shi, Fei Shen, Chuancheng Shi, Linxia Zhu, Shuyi Miao, Jinhui Tang, Tat-Seng Chua | Published: 2026-07-30
A Cross-Architecture Audit of Direction-Based Inference-Time Defences in Vision-Language Models
Authors: Xiangyu Yin, Tora Bodin, Rohan Menon, Chih-Hong Cheng | Published: 2026-07-30
Crossing the Margin Cliff: Toward Relearn-Robust LLM Unlearning via Margin Calibration
Authors: Xiangyu Yin, Jiaxu Liu, Zhen Chen, Chih-Hong Cheng | Published: 2026-07-30
Robust Estimation of Sparse Numerical Vectors under Local Differential Privacy
Authors: Puning Zhao, Zhikun Zhang, Shaowei Wang, Sheng Yue, Bangzhou Xin, Tianhang Zheng, Pengfei Zhang, Xiaochun Cao | Published: 2026-07-30
CHARGE: Leveraging CWE Hierarchies for Hardware Security SystemVerilog Assertion Generation
Authors: Xiao Tan, Cynthia Sturton | Published: 2026-07-30
Revisiting the Adversarial Robustness of Graph-Based Traffic Forecasting
Authors: Qingzhao Zhang | Published: 2026-07-30
On-Policy Distillation for LLM Safety: A Routing Approach to Template-Robust Realignment
Authors: Yongjian Guo, Wanlun Ma, Lingyu Shen, Xi Xiao, Sheng Wen | Published: 2026-07-29
MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair
Authors: Xuanze Chen, Xukang Xie, Wentao Fu, Jiajun Zhou, Shanqing Yu, Qi Xuan | Published: 2026-07-29
AgentSnare: Learning to Delay, Divert, and Defuse Autonomous Penetration Agents
Authors: Ruoyu Wang, Heng Zhao, Renjie Wu, Mengnan Zhao, Zhixuan Chu, Wanyu Lin, Tianhang Zheng | Published: 2026-07-29