IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection

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IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection

17 October 2023

Kahraman Kostas

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Papers citing "IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection"

12 / 12 papers shown

Title
Machine Learning Based Intrusion Detection Systems for IoT Applications Abhishek Verma V. Ranga 25 289 0 24 Feb 2023
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification João Vitorino Isabel Praça Eva Maia AAML 79 28 0 30 Jan 2023
Feature Extraction for Machine Learning-based Intrusion Detection in IoT Networks Mohanad Sarhan S. Layeghy Nour Moustafa M. Gallagher Marius Portmann 25 101 0 28 Aug 2021
How to avoid machine learning pitfalls: a guide for academic researchers M. Lones VLM FaML OnRL 111 78 0 05 Aug 2021
Tabular Data: Deep Learning is Not All You Need Ravid Shwartz-Ziv Amitai Armon LMTD 159 1,275 0 06 Jun 2021
IoTDevID: A Behavior-Based Device Identification Method for the IoT Kahraman Kostas Mike Just M. Lones 96 48 0 17 Feb 2021
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks Andrew Churcher R. Ullah Jawad Ahmad S. Rehman Fawad Masood M. Gogate Fehaid Alqahtani Boubakr Nour William J. Buchanan 80 171 0 10 Jan 2021
Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things Maede Zolanvari M. Teixeira Lav Gupta K. Khan R. Jain 52 308 0 13 Nov 2019
Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset Nickolaos Koroniotis Nour Moustafa E. Sitnikova B. Turnbull 59 1,228 0 02 Nov 2018
How Complex is your classification problem? A survey on measuring classification complexity A. C. Lorena L. P. F. Garcia Jens Lehmann M. D. Souto T. Ho 49 233 0 10 Aug 2018
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection Yisroel Mirsky Tomer Doitshman Yuval Elovici A. Shabtai 81 814 0 25 Feb 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 22,018 0 22 May 2017

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