• 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 ...
    • Efficient virtual network function placement strategies for Cloud Radio Access Networks 

      Bhamare D.; Erbad A.; Jain R.; Zolanvari M.; Samaka M. ( Elsevier B.V. , 2018 , Article)
      The new generation of 5G mobile services place stringent requirements for cellular network operators in terms of latency and costs. The latest trend in radio access networks (RANs) is to pool the baseband units (BBUs) of ...
    • Exploring microservices for enhancing internet QoS 

      Bhamare D.; Samaka M.; Erbad A.; Jain R.; Gupta L. ( Wiley Blackwell , 2018 , Article)
      With the enhancements in the field of software-defined networking and virtualization technologies, novel networking paradigms such as network function virtualization and the Internet of Things are rapidly gaining ground. ...
    • Fault and performance management in multi-cloud virtual network services using AI: A tutorial and a case study 

      Gupta L.; Salman T.; Zolanvari M.; Erbad A.; Jain R. ( Elsevier B.V. , 2019 , Article)
      Carriers find Network Function Virtualization (NFV) and multi-cloud computing a potent combination for deploying their network services. The resulting virtual network services (VNS) offer great flexibility and cost advantages ...
    • 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 ...
    • Global, regional, and national age-sex-specific mortality and life expectancy, 1950-2017: A systematic analysis for the Global Burden of Disease Study 2017 

      Dicker D.; Nguyen G.; Abate D.; Abate K.H.; Abay S.M.; ... more authors ( Elsevier B.V. , 2018 , Article)
      Background Assessments of age-specific mortality and life expectancy have been done by the UN Population Division, Department of Economics and Social Affairs (UNPOP), the United States Census Bureau, WHO, and as part of ...
    • 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 ...
    • HYPER-VINES: A HYbrid Learning Fault and Performance Issues ERadicator for Virtual NEtwork Services over Multi-Cloud Systems 

      Gupta L.; Salman T.; Das R.; Erbad A.; Jain R.; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)
      Fault and performance management systems, in the traditional carrier networks, are based on rule-based diagnostics that correlate alarms and other markers to detect and localize faults and performance issues. As carriers ...
    • Machine Learning-Based Network Vulnerability Analysis of Industrial Internet of Things 

      Zolanvari M.; Teixeira M.A.; Gupta L.; Khan K.M.; Jain R. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)
      It is critical to secure the Industrial Internet of Things (IIoT) devices because of potentially devastating consequences in case of an attack. Machine learning (ML) and big data analytics are the two powerful leverages ...
    • Multi-objective scheduling of micro-services for optimal service function chains 

      Bhamare, D.; Samaka, M.; Erbad, A.; Jain, R.; Gupta, L.; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)
      Lately application service providers (ASPs) and Internet service providers (ISPs) are being confronted with the unprecedented challenge of accommodating increasing service and traffic demands from their geographically ...
    • SCADA system testbed for cybersecurity research using machine learning approach 

      Teixeira M.A.; Salman T.; Zolanvari M.; Jain R.; Meskin N.; ... more authors ( MDPI AG , 2018 , Article)
      This paper presents the development of a Supervisory Control and Data Acquisition (SCADA) system testbed used for cybersecurity research. The testbed consists of a water storage tank's control system, which is a stage in ...
    • The P-ART framework for placement of virtual network services in a multi-cloud environment 

      Gupta L.; Jain R.; Erbad A.; Bhamare D. ( Elsevier B.V. , 2019 , Article)
      Carriers network services are distributed, dynamic, and investment intensive. Deploying them as virtual network services (VNS) brings the promise of low-cost agile deployments, which reduce time to market new services. If ...
    • 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 ...