MACHINE LEARNING ARCHITECTURE FOR DETECTING MALICIOUS FILES USING STREAM OF DATA

The present application discloses a method, system, and computer system for classifying stream data at an edge device. The method includes obtaining a stream of a file at the edge device, processing a set of chunks associated with the stream of the file using a machine learning model, and classifyin...

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Bibliographische Detailangaben
Hauptverfasser: Kutt, Brody James, Chhetri, Sujit Rokka, Hewlett II, William Redington, Li, Tung-Ling
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:The present application discloses a method, system, and computer system for classifying stream data at an edge device. The method includes obtaining a stream of a file at the edge device, processing a set of chunks associated with the stream of the file using a machine learning model, and classifying, at the edge device, the file before processing an entirety of the file.