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公开(公告)号:US20200379863A1
公开(公告)日:2020-12-03
申请号:US16426850
申请日:2019-05-30
Applicant: ENTIT SOFTWARE LLC
Inventor: Manish Marwah , Andrey Simanovsky
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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公开(公告)号:US11263104B2
公开(公告)日:2022-03-01
申请号:US16426850
申请日:2019-05-30
Applicant: ENTIT SOFTWARE LLC
Inventor: Manish Marwah , Andrey Simanovsky
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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公开(公告)号:US11244043B2
公开(公告)日:2022-02-08
申请号:US16426862
申请日:2019-05-30
Applicant: ENTIT SOFTWARE LLC
Inventor: Manish Marwah , Andrey Simanovsky
Abstract: In some examples, a system determines a dependency among a plurality of anomaly detectors, the determining comprising clustering anomaly detectors of the plurality of anomaly detectors into clusters of anomaly detectors. The system aggregates anomaly scores produced by anomaly detectors in a first cluster of anomaly detectors, to generate a first aggregate anomaly score, and detects an anomaly using the first aggregate anomaly score.
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公开(公告)号:US20200382534A1
公开(公告)日:2020-12-03
申请号:US16426856
申请日:2019-05-30
Applicant: ENTIT SOFTWARE LLC
Inventor: Andrey Simanovsky , Manish Marwah
IPC: H04L29/06
Abstract: In some examples, a system computes risk scores relating to points corresponding to events in a computing environment, using a plurality of different risk score computation techniques, and generates a plurality of visualizations representing the points. The plurality of visualizations include a first visualization representing the points and including the risk scores computed using a first risk score computation technique of the different risk score computation techniques, and a second visualization representing the points and including the risk scores computed using a second risk score computation technique of the different risk score computation techniques.
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公开(公告)号:US20200380117A1
公开(公告)日:2020-12-03
申请号:US16426862
申请日:2019-05-30
Applicant: ENTIT SOFTWARE LLC
Inventor: Manish Marwah , Andrey Simanovsky
Abstract: In some examples, a system determines a dependency among a plurality of anomaly detectors, the determining comprising clustering anomaly detectors of the plurality of anomaly detectors into clusters of anomaly detectors. The system aggregates anomaly scores produced by anomaly detectors in a first cluster of anomaly detectors, to generate a first aggregate anomaly score, and detects an anomaly using the first aggregate anomaly score.
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