Network Threat Detection

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
IPv6 Security
Network Threat Detection
Communication Analysis
2025.01.18 2025.05.27
Literature Database

Adaptive Cybersecurity: Dynamically Retrainable Firewalls for Real-Time Network Protection

Authors: Sina Ahmadi | Published: 2025-01-14
Cybersecurity
Network Threat Detection
Dynamic Firewall
2025.01.14 2025.05.27
Literature Database

A Novel Approach to Network Traffic Analysis: the HERA tool

Authors: Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praça | Published: 2025-01-13
Cybersecurity
Dataset Generation
Network Threat Detection
2025.01.13 2025.05.27
Literature Database

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
Phishing Detection
Convergence Analysis
2025.01.12 2025.05.27
Literature Database

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
Cybersecurity
Network Threat Detection
Framework
2025.01.03 2025.05.27
Literature Database

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
Cybersecurity
Network Threat Detection
2024.12.25 2025.05.27
Literature Database

QML-IDS: Quantum Machine Learning Intrusion Detection System

Authors: Diego Abreu, Christian Esteve Rothenberg, Antonio Abelem | Published: 2024-10-07
Cybersecurity
Network Threat Detection
2024.10.07 2025.05.27
Literature Database

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
Cybersecurity
Network Threat Detection
2024.10.01 2025.05.27
Literature Database

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
Few-Shot Learning
Network Threat Detection
Malware Classification
2024.09.17 2025.05.27
Literature Database

Towards Explainable Network Intrusion Detection using Large Language Models

Authors: Paul R. B. Houssel, Priyanka Singh, Siamak Layeghy, Marius Portmann | Published: 2024-08-08
LLM Performance Evaluation
Network Threat Detection
Prompt Injection
2024.08.08 2025.05.27
Literature Database
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