Machine Learning for Intrusion Detection in Industrial Control Systems:
Applications, Challenges, and Recommendations

Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations

24 February 2022

Muhammad Azmi Umer

Muhammad Taha Jilani

Papers citing "Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations"

9 / 9 papers shown

Title
Adversarial Sample Generation for Anomaly Detection in Industrial Control Systems Abdul Mustafa Muhammad Talha Khan Muhammad Azmi Umer Zaki Masood Chuadhry Mujeeb Ahmed AAML 46 0 0 06 May 2025
Machine Learning-Assisted Intrusion Detection for Enhancing Internet of Things Security Mona Esmaeili Morteza Rahimi Hadise Pishdast Dorsa Farahmandazad Matin Khajavi Hadi Jabbari Saray 40 4 0 01 Oct 2024
Deep Reinforcement Learning for Intrusion Detection in IoT: A Survey Afrah Gueriani Hamza Kheddar A. Mazari 27 13 0 30 May 2024
SoK: Evaluations in Industrial Intrusion Detection Research Olav Lamberts Konrad Wolsing Eric Wagner Jan Pennekamp Jan Bauer Klaus Wehrle Martin Henze 27 6 0 06 Nov 2023
Critical Infrastructure Security Goes to Space: Leveraging Lessons Learned on the Ground Tim Ellis Briland Hitaj Ulf Lindqvist Deborah Shands L. Tinnel Bruce DeBruhl 14 0 0 26 Sep 2023
Anomaly Detection Dataset for Industrial Control Systems Alireza Dehlaghi-Ghadim M. H. Moghadam A. Balador Hans Hansson 10 23 0 11 May 2023
Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review Hamza Kheddar Yassine Himeur A. Awad AI4CE 24 61 0 19 Apr 2023
A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection Dominik Kus Eric Wagner Jan Pennekamp Konrad Wolsing I. Fink Markus Dahlmanns Klaus Wehrle Martin Henze 18 24 0 18 May 2022
Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning Muhammad Azmi Umer Chuadhry Mujeeb Ahmed Muhammad Taha Jilani A. Mathur AAML 17 14 0 11 Jul 2021