• A dual-isolation-forests-based attack detection framework for industrial control systems 

      Elnour, M.; Meskin, Nader; Khan, K.; Jain, R. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)
      The cybersecurity of industrial control systems (ICSs) is becoming increasingly critical under the current advancement in the cyber activity and the Internet of Things (IoT) technologies, and their direct impact on several ...
    • Application of data-driven attack detection framework for secure operation in smart buildings 

      Elnour, M.; Meskin, Nader; Khan, K.; Jain, R. ( Elsevier Ltd , 2021 , Article)
      With the rapid advancement in the industrial control technologies and the increased deployment of the industrial Internet of Things (IoT) in the buildings sector, this work presents an analysis of the security of the ...
    • Cybersecurity for industrial control systems: A survey 

      Bhamare, D.; Zolanvari, M.; Erbad, A.; Jain, R.; Khan, K.; ... more authors ( Elsevier Ltd , 2020 , Article Review)
      Industrial Control System (ICS) is a general term that includes supervisory control & data acquisition (SCADA) systems, distributed control systems (DCS), and other control system configurations such as programmable logic ...
    • Flow-based intrusion detection algorithm for supervisory control and data acquisition systems: A real-time approach 

      Teixeira, M. A.; Zolanvari, M.; Khan, K. M.; Jain, R.; Meskin, Nader ( John Wiley and Sons Inc , 2021 , Article)
      Intrusion detection in supervisory control and data acquisition (SCADA) systems is integral because of the critical roles of these systems in industries. However, available approaches in the literature lack representative ...
    • HVAC system attack detection dataset 

      Elnour, M.; Meskin, Nader; Khan, K.; Jain, R. ( Elsevier Inc. , 2021 , Dataset)
      The importance of the security of building management systems (BMSs) has increased given the advances in the technologies used. Since the Heating, Ventilation, and Air Conditioning (HVAC) system in buildings accounts for ...
    • TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security 

      Zolanvari, M.; Yang, Z.; Khan, K.; Jain, R.; Meskin, Nader ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)
      Despite AI’s significant growth, its “black box" nature creates challenges in generating adequate trust. Thus, it is seldom utilized as a standalone unit in IoT high-risk applications, such as critical ...