CySecBench: Generative AI-based CyberSecurity-focused Prompt Dataset for Benchmarking Large Language Models
Authors: Johan Wahréus, Ahmed Mohamed Hussain, Panos Papadimitratos | Published: 2025-01-02
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Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs
Authors: Joao Fonseca, Andrew Bell, Julia Stoyanovich | Published: 2025-01-02
NET-SA: An Efficient Secure Aggregation Architecture Based on In-Network Computing
Authors: Qingqing Ren, Wen Wang, Shuyong Zhu, Zhiyuan Wu, Yujun Zhang | Published: 2025-01-02
MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification
Authors: Jimin Park, AHyun Ji, Minji Park, Mohammad Saidur Rahman, Se Eun Oh | Published: 2025-01-02
HoneypotNet: Backdoor Attacks Against Model Extraction
Authors: Yixu Wang, Tianle Gu, Yan Teng, Yingchun Wang, Xingjun Ma | Published: 2025-01-02
A Sysmon Incremental Learning System for Ransomware Analysis and Detection
Authors: Jamil Ispahany, MD Rafiqul Islam, M. Arif Khan, MD Zahidul Islam | Published: 2025-01-02
Image-based Multimodal Models as Intruders: Transferable Multimodal Attacks on Video-based MLLMs
Authors: Linhao Huang, Xue Jiang, Zhiqiang Wang, Wentao Mo, Xi Xiao, Bo Han, Yongjie Yin, Feng Zheng | Published: 2025-01-02 | Updated: 2025-01-10
SPADE: Enhancing Adaptive Cyber Deception Strategies with Generative AI and Structured Prompt Engineering
Authors: Shihab Ahmed, A B M Mohaimenur Rahman, Md Morshed Alam, Md Sajidul Islam Sajid | Published: 2025-01-01
Shifting-Merging: Secure, High-Capacity and Efficient Steganography via Large Language Models
Authors: Minhao Bai, Jinshuai Yang, Kaiyi Pang, Yongfeng Huang, Yue Gao | Published: 2025-01-01
Beyond Static Datasets: A Behavior-Driven Entity-Specific Simulation to Overcome Data Scarcity and Train Effective Crypto Anti-Money Laundering Models
Authors: Dinesh Srivasthav P, Manoj Apte | Published: 2025-01-01