Invention Grant
- Patent Title: Utilizing machine learning for smart quarantining of potentially malicious files
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Application No.: US16902759Application Date: 2020-06-16
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Publication No.: US11755726B2Publication Date: 2023-09-12
- Inventor: Changsha Ma , Rex Shang , Douglas A. Koch , Dianhuan Lin , Howie Xu , Bharath Kumar , Shashank Gupta , Parnit Sainion , Narinder Paul , Deepen Desai
- Applicant: Zscaler, Inc.
- Applicant Address: US CA San Jose
- Assignee: Zscaler, Inc.
- Current Assignee: Zscaler, Inc.
- Current Assignee Address: US CA San Jose
- Agency: Baratta Law PLLC
- Agent Lawrence A. Baratta, Jr.
- Main IPC: G06F21/00
- IPC: G06F21/00 ; G06F21/55 ; G06N20/00 ; G06F21/53 ; G06N5/04
Abstract:
Systems and methods include obtaining a file associated with a user for processing; utilizing a combination of policy for the user and machine learning to determine whether to i) quarantine the file and scan the file in a sandbox, ii) allow the file to the user and scan the file in the sandbox, and iii) allow the file to the user without the scan; responsive to the quarantine of the file and the sandbox determining the file is malicious, blocking the file; and, responsive to the quarantine of the file and the sandbox determining the file is benign, allowing the file.
Public/Granted literature
- US20200320192A1 Utilizing Machine Learning for smart quarantining of potentially malicious files Public/Granted day:2020-10-08
Information query
