An Experimental Analysis of Attack Classification Using Machine Learning
in IoT Networks

An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks

10 January 2021

Andrew Churcher

Fehaid Alqahtani

William J. Buchanan

Papers citing "An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks"

10 / 10 papers shown

Title
Network Traffic Classification Using Machine Learning, Transformer, and Large Language Models Ahmad Antari Yazan Abo-Aisheh Jehad Shamasneh Huthaifa I. Ashqar 54 0 0 04 Mar 2025
Network Intrusion Detection with Edge-Directed Graph Multi-Head Attention Networks Xiang Li Jing Zhang Yalin Yuan Cangqi Zhou 26 3 0 26 Oct 2023
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection Kahraman Kostas Mike Just M. Lones 35 6 0 17 Oct 2023
BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection Yalu Wang Zhijie Han Jie Li Xin He 25 1 0 07 Apr 2023
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks Ayesha S. Dina A. Siddique D. Manivannan 15 52 0 01 Apr 2022
Zero Botnets: An Observe-Pursue-Counter Approach J. Kepner Jonathan Bernays Stephen Buckley Kenjiro Cho Cary Conrad ... Koichi Suzuki Kenji Takahashi Tony Tauber L. Walker Douglas Stetson 17 18 0 16 Jan 2022
Addressing Adversarial Machine Learning Attacks in Smart Healthcare Perspectives A. Selvakkumar S. Pal Zahra Jadidi AAML 19 13 0 16 Dec 2021
Modelling DDoS Attacks in IoT Networks using Machine Learning Pheeha Machaka Olasupo O. Ajayi Hloniphani C. Maluleke Ferdinand Kahenga A. Bagula K. Kyamakya 6 6 0 10 Dec 2021
Voting Classifier-based Intrusion Detection for IoT Networks Muhammad Almas Khan M. Khan Shahid Latif A. Shah M. Rehman W. Boulila Maha Driss Jawad Ahmad 13 52 0 20 Apr 2021
E-GraphSAGE: A Graph Neural Network based Intrusion Detection System for IoT Wai Weng Lo S. Layeghy Mohanad Sarhan M. Gallagher Marius Portmann 14 192 0 30 Mar 2021