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US Patent 11263104 Mapping between raw anomaly scores and transformed anomaly scores

Patent 11263104 was granted and assigned to Micro Focus Limited on March, 2022 by the United States Patent and Trademark Office.

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Patent
Patent
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Patent attributes

Current Assignee
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
112631040
Patent Inventor Names
Manish Marwah0
Andrey Simanovsky0
Date of Patent
March 1, 2022
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Patent Application Number
164268500
Date Filed
May 30, 2019
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Patent Citations
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US Patent 10594710 Statistical analysis of network behavior using event vectors to identify behavioral anomalies using a composite score
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US Patent 11012458 Statistical analysis of network behavior using event vectors to identify behavioral anomalies using a composite score
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US Patent 10043006 Event anomaly analysis and prediction
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US Patent 10701093 Anomaly alert system for cyber threat detection
Patent Primary Examiner
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Amine Riad
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Patent abstract

In some examples, a system is to, given an anomaly score threshold over which at least one anomalous point is to be observed in a test set of points with a specified probability, determine, using raw anomaly scores for a training set of points, a first mapping between raw anomaly scores in a first range and first transformed anomaly scores using a first transformation technique. The system is to determine, using the raw anomaly scores for the training set of points, a second mapping between raw anomaly scores in a second range greater than the first range and second transformed anomaly scores using a second transformation technique different from the first transformation technique. The system is to use the first mapping and the second mapping to detect an anomaly in a computing environment based on the test set of points.

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