Network Threat Detection

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

Practical Performance of a Distributed Processing Framework for Machine-Learning-based NIDS

Authors: Maho Kajiura, Junya Nakamura | Published: 2024-05-20
Network Threat Detection
Framework
Machine Learning Method
2024.05.20 2025.05.27
Literature Database

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
Watermarking
Dataset Generation
Network Threat Detection
2024.03.15 2025.05.27
Literature Database

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
Network Threat Detection
Intrusion Detection System
Deep Learning Method
2024.02.15 2025.05.27
Literature Database

Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks — Position Paper

Authors: Shariq Murtuza | Published: 2024-02-10
LLM Security
Watermarking
Network Threat Detection
2024.02.10 2025.05.27
Literature Database

MediHunt: A Network Forensics Framework for Medical IoT Devices

Authors: Ayushi Mishra, Tej Kiran Boppana, Priyanka Bagade | Published: 2023-12-07
Network Threat Detection
Intrusion Detection System
Advancements in Medical IoT
2023.12.07 2025.05.28
Literature Database

Machine learning-based malware detection for IoT devices using control-flow data

Authors: Gergely Hevesi | Published: 2023-11-20
Smart Healthcare
Network Threat Detection
Label
2023.11.20 2025.05.28
Literature Database

Securing the Digital World: Protecting smart infrastructures and digital industries with Artificial Intelligence (AI)-enabled malware and intrusion detection

Authors: Marc Schmitt | Published: 2023-10-15
Cybersecurity
Network Threat Detection
Machine Learning Method
2023.10.15 2025.05.27
Literature Database
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