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US Patent 11973782 Computer-implemented method, device, and computer program product

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Contents

Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
119737821
Patent Inventor Names
Qiang Chen1
Jiacheng Ni1
Zhen Jia1
Zijia Wang1
Date of Patent
April 30, 2024
1
Patent Application Number
176667761
Date Filed
February 8, 2022
1
Patent Citations
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US Patent 10268749 Clustering sparse high dimensional data using sketches
1
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US Patent 10698766 Optimization of checkpoint operations for deep learning computing
1
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US Patent 8554703 Anomaly detection
1
Patent Citations Received
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US Patent 12088604 Security system for dynamic detection of attempted security breaches using artificial intelligence, machine learning, and a mixed reality graphical interface
2
Patent Primary Examiner
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Frantz B. Jean
1
CPC Code
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H04L 63/1416
1
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H04L 63/20
1
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H04L 63/1425
1
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H04L 63/102
1
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H04L 63/1466
1
Patent abstract

Embodiments of the present disclosure relate to a computer-implemented method, device, and computer program product. The method includes: determining, based on a set of user behavior data over a first time period, a set of behavioral features for a user behavior over the first time period. The method further includes: determining, based on the set of behavioral features, a set of anomaly scores for the user behavior according to an anomaly detection model. The anomaly detection model is trained based on user behavior data over a second time period. The method further includes: updating a previously determined anomaly score threshold based on comparison of the determined set of anomaly scores with the anomaly score threshold. The anomaly score threshold is used for indicating whether the user behavior is anomalous. By continuously updating the anomaly score threshold, the solution uses the updated anomaly score threshold for anomaly detection of user behavior.

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