Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation
Authors: Haijian Ma, Daizong Liu, Xiaowen Cai, Pan Zhou, Yulai Xie | Published: 2025-08-25
データ生成手法
Consiglieres in the Shadow: Understanding the Use of Uncensored Large Language Models in Cybercrimes
Authors: Zilong Lin, Zichuan Li, Xiaojing Liao, XiaoFeng Wang | Published: 2025-08-18
Large Language Model-Based Framework for Explainable Cyberattack Detection in Automatic Generation Control Systems
Authors: Muhammad Sharshar, Ahmad Mohammad Saber, Davor Svetinovic, Amr M. Youssef, Deepa Kundur, Ehab F. El-Saadany | Published: 2025-07-29 | Updated: 2025-08-26
Can LLMs Handle WebShell Detection? Overcoming Detection Challenges with Behavioral Function-Aware Framework
Authors: Feijiang Han, Jiaming Zhang, Chuyi Deng, Jianheng Tang, Yunhuai Liu | Published: 2025-04-14 | Updated: 2025-08-26
Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection
Authors: Leonardo Henrique de Melo, Gustavo de Carvalho Bertoli, Michele Nogueira, Aldri Luiz dos Santos, Lourenço Alves Pereira Junior | Published: 2025-03-18
Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis
Authors: Xiaoyu Wu, Yifei Pang, Terrance Liu, Steven Wu | Published: 2025-03-15
Synthesizing Access Control Policies using Large Language Models
Authors: Adarsh Vatsa, Pratyush Patel, William Eiers | Published: 2025-03-14
KTO: Model Alignment as Prospect Theoretic Optimization
Authors: Kawin Ethayarajh, Winnie Xu, Niklas Muennighoff, Dan Jurafsky, Douwe Kiela | Published: 2024-02-02 | Updated: 2024-11-19
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Authors: Hakan Inan, Kartikeya Upasani, Jianfeng Chi, Rashi Rungta, Krithika Iyer, Yuning Mao, Michael Tontchev, Qing Hu, Brian Fuller, Davide Testuggine, Madian Khabsa | Published: 2023-12-07
A General Theoretical Paradigm to Understand Learning from Human Preferences
Authors: Mohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, Daniel Guo, Daniele Calandriello, Michal Valko, Rémi Munos | Published: 2023-10-18 | Updated: 2023-11-22