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

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

11 / 11 papers shown

Title
Are Trees Really Green? A Detection Approach of IoT Malware Attacks Silvia Lucia Sanna Diego Soi Davide Maiorca Giorgio Giacinto 12 0 0 09 Jun 2025
Network Traffic Classification Using Machine Learning, Transformer, and Large Language Models Ahmad Antari Yazan Abo-Aisheh Jehad Shamasneh Huthaifa I. Ashqar 127 0 0 04 Mar 2025
Network Intrusion Detection with Edge-Directed Graph Multi-Head Attention Networks Xiang Li Jing Zhang Yalin Yuan Cangqi Zhou 59 4 0 26 Oct 2023
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection Kahraman Kostas Mike Just M. Lones 60 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 41 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 77 57 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 55 19 0 16 Jan 2022
Addressing Adversarial Machine Learning Attacks in Smart Healthcare Perspectives A. Selvakkumar S. Pal Zahra Jadidi AAML 54 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 36 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 45 54 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 99 208 0 30 Mar 2021