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
LeechHijack: Covert Computational Resource Exploitation in Intelligent Agent Systems
Authors: Yuanhe Zhang, Weiliu Wang, Zhenhong Zhou, Kun Wang, Jie Zhang, Li Sun, Yang Liu, Sen Su | Published: 2025-12-02
COGNITION: From Evaluation to Defense against Multimodal LLM CAPTCHA Solvers
Authors: Junyu Wang, Changjia Zhu, Yuanbo Zhou, Lingyao Li, Xu He, Junjie Xiong | Published: 2025-12-02