Data Exfiltration by Compression Attack: Definition and Evaluation on Medical Image Data
Authors: Huiyu Li, Nicholas Ayache, Hervé Delingette | Published: 2025-11-26
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GuardTrace-VL: Detecting Unsafe Multimodel Reasoning via Iterative Safety Supervision
Authors: Yuxiao Xiang, Junchi Chen, Zhenchao Jin, Changtao Miao, Haojie Yuan, Qi Chu, Tao Gong, Nenghai Yu | Published: 2025-11-26
Privacy-Preserving Federated Vision Transformer Learning Leveraging Lightweight Homomorphic Encryption in Medical AI
Authors: Al Amin, Kamrul Hasan, Liang Hong, Sharif Ullah | Published: 2025-11-26
From One Attack Domain to Another: Contrastive Transfer Learning with Siamese Networks for APT Detection
Authors: Sidahmed Benabderrahmane, Talal Rahwan | Published: 2025-11-25
APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training
Authors: Xuebo Qiu, Mingqi Lv, Yimei Zhang, Tieming Chen, Tiantian Zhu, Qijie Song, Shouling Ji | Published: 2025-11-25
Can LLMs Make (Personalized) Access Control Decisions?
Authors: Friederike Groschupp, Daniele Lain, Aritra Dhar, Lara Magdalena Lazier, Srdjan Čapkun | Published: 2025-11-25
On the Feasibility of Hijacking MLLMs’ Decision Chain via One Perturbation
Authors: Changyue Li, Jiaying Li, Youliang Yuan, Jiaming He, Zhicong Huang, Pinjia He | Published: 2025-11-25
Adversarial Attack-Defense Co-Evolution for LLM Safety Alignment via Tree-Group Dual-Aware Search and Optimization
Authors: Xurui Li, Kaisong Song, Rui Zhu, Pin-Yu Chen, Haixu Tang | Published: 2025-11-24
Can LLMs Threaten Human Survival? Benchmarking Potential Existential Threats from LLMs via Prefix Completion
Authors: Yu Cui, Yifei Liu, Hang Fu, Sicheng Pan, Haibin Zhang, Cong Zuo, Licheng Wang | Published: 2025-11-24
Understanding and Mitigating Over-refusal for Large Language Models via Safety Representation
Authors: Junbo Zhang, Ran Chen, Qianli Zhou, Xinyang Deng, Wen Jiang | Published: 2025-11-24