SYSTEMS AND METHODS FOR INHIBITING THREATS TO A COMPUTING ENVIRONMENT

SYSTEMS AND METHODS FOR INHIBITING THREATS TO A COMPUTING ENVIRONMENT

Novel hardware-based frameworks and methods for the detection and inhibition or prevention of insider threats utilizing machine learning methods and data collection done at the physical layer are provided. Analysis is done on unknown USB-powered devices, such as a keyboard or mouse, introduced to a...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Erdin, Enes, Uluagac, A. Selcuk, Babun, Leonardo, Denney, Kyle, Akkaya, Kemal
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Novel hardware-based frameworks and methods for the detection and inhibition or prevention of insider threats utilizing machine learning methods and data collection done at the physical layer are provided. Analysis is done on unknown USB-powered devices, such as a keyboard or mouse, introduced to a computing environment and, through the utilization of machine learning, the behavior of the unknown device is determined before it can potentially cause harm to the computing environment.