In-Context Representation Hijacking
Authors: Itay Yona, Amir Sarid, Michael Karasik, Yossi Gandelsman | Published: 2025-12-03
Context-Aware Hierarchical Learning: A Two-Step Paradigm towards Safer LLMs
Authors: Tengyun Ma, Jiaqi Yao, Daojing He, Shihao Peng, Yu Li, Shaohui Liu, Zhuotao Tian | Published: 2025-12-03
SELF: A Robust Singular Value and Eigenvalue Approach for LLM Fingerprinting
Authors: Hanxiu Zhang, Yue Zheng | Published: 2025-12-03
HarnessAgent: Scaling Automatic Fuzzing Harness Construction with Tool-Augmented LLM Pipelines
Authors: Kang Yang, Yunhang Zhang, Zichuan Li, GuanHong Tao, Jun Xu, XiaoJing Liao | Published: 2025-12-03
Scaling Trust in Quantum Federated Learning: A Multi-Protocol Privacy Design
Authors: Dev Gurung, Shiva Raj Pokhrel | Published: 2025-12-03
Immunity memory-based jailbreak detection: multi-agent adaptive guard for large language models
Authors: Jun Leng, Litian Zhang, Xi Zhang | Published: 2025-12-03
Contextual Image Attack: How Visual Context Exposes Multimodal Safety Vulnerabilities
Authors: Yuan Xiong, Ziqi Miao, Lijun Li, Chen Qian, Jie Li, Jing Shao | Published: 2025-12-02
CryptoQA: A Large-scale Question-answering Dataset for AI-assisted Cryptography
Authors: Mayar Elfares, Pascal Reisert, Tilman Dietz, Manpa Barman, Ahmed Zaki, Ralf Küsters, Andreas Bulling | Published: 2025-12-02
Leveraging Large Language Models to Bridge On-chain and Off-chain Transparency in Stablecoins
Authors: Yuexin Xiang, Yuchen Lei, SM Mahir Shazeed Rish, Yuanzhe Zhang, Qin Wang, Tsz Hon Yuen, Jiangshan Yu | Published: 2025-12-02
Decentralized Multi-Agent System with Trust-Aware Communication
Authors: Yepeng Ding, Ahmed Twabi, Junwei Yu, Lingfeng Zhang, Tohru Kondo, Hiroyuki Sato | Published: 2025-12-02