Browsing by Author "Teixeira, M. A."
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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 ... -
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 ... -
SCADA system testbed for cybersecurity research using machine learning approach
Teixeira M.A.; Salman T.; Zolanvari M.; Jain R.; Meskin N.; Samaka M.... more authors ... less 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 ...