Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning
Authors: Lili Zhang, Quanyan Zhu, Herman Ray, Ying Xie | Published: 2025-01-26
ネットワーク脅威検出
AI/ML Based Detection and Categorization of Covert Communication in IPv6 Network
Authors: Mohammad Wali Ur Rahman, Yu-Zheng Lin, Carter Weeks, David Ruddell, Jeff Gabriellini, Bill Hayes, Salim Hariri, Edward V. Ziegler Jr | Published: 2025-01-18
Adaptive Cybersecurity: Dynamically Retrainable Firewalls for Real-Time Network Protection
Authors: Sina Ahmadi | Published: 2025-01-14
A Novel Approach to Network Traffic Analysis: the HERA tool
Authors: Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praça | Published: 2025-01-13
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
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