Efficient Phishing URL Detection Using Graph-based Machine Learning and Loopy Belief Propagation
Authors: Wenye Guo, Qun Wang, Hao Yue, Haijian Sun, Rose Qingyang Hu | Published: 2025-01-12
Network Threat Detection
BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction
Authors: Alaeddine Diaf, Abdelaziz Amara Korba, Nour Elislem Karabadji, Yacine Ghamri-Doudane | Published: 2025-01-03
Detection and classification of DDoS flooding attacks by machine learning method
Authors: Dmytro Tymoshchuk, Oleh Yasniy, Mykola Mytnyk, Nataliya Zagorodna, Vitaliy Tymoshchuk | Published: 2024-12-25 | Updated: 2025-01-02
QML-IDS: Quantum Machine Learning Intrusion Detection System
Authors: Diego Abreu, Christian Esteve Rothenberg, Antonio Abelem | Published: 2024-10-07
Machine Learning-Assisted Intrusion Detection for Enhancing Internet of Things Security
Authors: Mona Esmaeili, Morteza Rahimi, Hadise Pishdast, Dorsa Farahmandazad, Matin Khajavi, Hadi Jabbari Saray | Published: 2024-10-01 | Updated: 2024-10-06
Towards Novel Malicious Packet Recognition: A Few-Shot Learning Approach
Authors: Kyle Stein, Andrew A. Mahyari, Guillermo Francia III, Eman El-Sheikh | Published: 2024-09-17
Towards Explainable Network Intrusion Detection using Large Language Models
Authors: Paul R. B. Houssel, Priyanka Singh, Siamak Layeghy, Marius Portmann | Published: 2024-08-08
Practical Performance of a Distributed Processing Framework for Machine-Learning-based NIDS
Authors: Maho Kajiura, Junya Nakamura | Published: 2024-05-20
NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models
Authors: Chen Qian, Xiaochang Li, Qineng Wang, Gang Zhou, Huajie Shao | Published: 2024-03-15 | Updated: 2024-03-19
Utilizing Deep Learning for Enhancing Network Resilience in Finance
Authors: Yulu Gong, Mengran Zhu, Shuning Huo, Yafei Xiang, Hanyi Yu | Published: 2024-02-15 | Updated: 2024-02-18