Using machine learning in an industrial control network to improve cybersecurity operations

Using machine learning in an industrial control network to improve cybersecurity operations

This disclosure provides a security system (154) and method for using machine learning to improve cybersecurity operations in an industrial control networks (100) and other systems. A method includes collecting (302), by a security system (154), current process information (182) for a plurality of p...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: GADHE, Ganesh P, MCMURDIE, Kevin
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRIC DIGITAL DATA PROCESSING
ELECTRICITY
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PHYSICS
REGULATING
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Beschreibung
Zusammenfassung:This disclosure provides a security system (154) and method for using machine learning to improve cybersecurity operations in an industrial control networks (100) and other systems. A method includes collecting (302), by a security system (154), current process information (182) for a plurality of processes in a control system (100). The method includes analyzing (308), by the security system (154), the current process information (182) according to one or more process models (106). The method includes producing (310), by the security system (154) and according to the analysis, a risk report (188) that identifies an abnormal process among the plurality of processes.