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US Patent 11588843 Multi-level log analysis to detect software use anomalies

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
115888430
Date of Patent
February 21, 2023
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Patent Application Number
177169460
Date Filed
April 8, 2022
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Patent Citations
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US Patent 10884891 Interactive detection of system anomalies
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US Patent 11483329 Using a logical graph of a containerized network environment
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US Patent 10445311 Anomaly detection
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US Patent 11336507 Anomaly detection and filtering based on system logs
Patent Primary Examiner
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Khai M Nguyen
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CPC Code
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H04L 63/1425
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H04L 43/045
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G06N 20/20
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A computer-implemented method for identifying a use anomaly potentially exposing sensitive data is disclosed. The method comprises receiving data comprising logs of a communication involving a computing device, where the logs comprise distinct logs of at least three communication abstraction levels. At least three anomaly classifiers are operated for logs from each of the at least three communication abstraction levels. An ensemble model is used to identify an anomaly in the communication, by processing output from each of the at least three anomaly classifiers. The various logs from a moment in time when the anomaly occurred are collated, and a graphical user interface is generated for reviewing the identified anomaly and collated logs. A human reviewer is then alerted that an anomaly has been identified.

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