SoK: a Comprehensive Causality Analysis Framework for Large Language Model Security
Authors: Wei Zhao, Zhe Li, Jun Sun | Published: 2025-12-04
プロンプトインジェクション
In-Context Representation Hijacking
Authors: Itay Yona, Amir Sarid, Michael Karasik, Yossi Gandelsman | 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
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
A Wolf in Sheep’s Clothing: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
Authors: Rongzhe Wei, Peizhi Niu, Xinjie Shen, Tony Tu, Yifan Li, Ruihan Wu, Eli Chien, Olgica Milenkovic, Pan Li | Published: 2025-12-01
DefenSee: Dissecting Threat from Sight and Text – A Multi-View Defensive Pipeline for Multi-modal Jailbreaks
Authors: Zihao Wang, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2025-12-01
Constructing and Benchmarking: a Labeled Email Dataset for Text-Based Phishing and Spam Detection Framework
Authors: Rebeka Toth, Tamas Bisztray, Richard Dubniczky | Published: 2025-11-26