RvB: Automating AI System Hardening via Iterative Red-Blue Games
Authors: Lige Huang, Zicheng Liu, Jie Zhang, Lewen Yan, Dongrui Liu, Jing Shao | Published: 2026-01-27
AIシステムの関係性
Elevating Intrusion Detection and Security Fortification in Intelligent Networks through Cutting-Edge Machine Learning Paradigms
Authors: Md Minhazul Islam Munna, Md Mahbubur Rahman, Jaroslav Frnda, Muhammad Shahid Anwar, Alpamis Kutlimuratov | Published: 2025-12-22
Black Box Absorption: LLMs Undermining Innovative Ideas
Authors: Wenjun Cao | Published: 2025-10-23
UpSafe$^\circ$C: Upcycling for Controllable Safety in Large Language Models
Authors: Yuhao Sun, Zhuoer Xu, Shiwen Cui, Kun Yang, Lingyun Yu, Yongdong Zhang, Hongtao Xie | Published: 2025-10-02
Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions
Authors: Qinnan Hu, Yuntao Wang, Yuan Gao, Zhou Su, Linkang Du | Published: 2025-09-11
LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres
Authors: Ronal Singh, Shahroz Tariq, Fatemeh Jalalvand, Mohan Baruwal Chhetri, Surya Nepal, Cecile Paris, Martin Lochner | Published: 2025-08-26
Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
Authors: Eyal German, Sagiv Antebi, Daniel Samira, Asaf Shabtai, Yuval Elovici | Published: 2025-07-23
eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models
Authors: Paul R. B. Houssel, Siamak Layeghy, Priyanka Singh, Marius Portmann | Published: 2025-07-22
CTI4AI: Threat Intelligence Generation and Sharing after Red Teaming AI Models
Authors: Chuyen Nguyen, Caleb Morgan, Sudip Mittal | Published: 2022-08-16