Palo Alto Networks, Inc.

Sujit Rokka Chhetri

William Redington Hewlett, Ii

Brody James Kutt

Min Du

Sheng Yang

Nandini Ramanan

Tung-Ling Li

Shan Huang

William Redington Hewlett Ii

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.

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, aligning a predetermined amount of data in chunks associated with the stream of the file, processing a plurality of aligned chunks associated with the stream of the file using a machine learning model, and classifying, at the edge device, the file based at least in part on a classification of the plurality of aligned chunks.

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Santa Clara, CA, United States of America

Sujit Rokka Chhetri