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US Patent 11503052 Baselining techniques for detecting anomalous HTTPS traffic behavior

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Contents

Is a
Patent
Patent

Patent attributes

Patent Applicant
Radware
Radware
Current Assignee
Radware
Radware
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11503052
Date of Patent
November 15, 2022
Patent Application Number
16721186
Date Filed
December 19, 2019
Patent Citations
‌
US Patent 10764313 Method and system for protection against network-based cyber threats
‌
US Patent 10270794 Detection of denial of service attacks
‌
US Patent 10511624 Mitigating a denial-of-service attack in a cloud-based proxy service
‌
US Patent 10516695 Distributed denial of service attack mitigation in service provider systems
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US Patent 10728280 Automatic retraining of machine learning models to detect DDoS attacks
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US Patent 10931692 Filtering mechanism to reduce false positives of ML-based anomaly detectors and classifiers
Patent Primary Examiner
‌
Daniel B Potratz
CPC Code
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H04L 63/1433
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H04L 63/1458
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H04L 63/1466
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H04L 63/1416
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H04L 63/14
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H04L 63/1408
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H04L 47/10
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H04L 63/168
...

A system and method for detecting anomalous hypertext transfer protocol secure (HTTPS) traffic are provided. The method includes receiving samples of at least rate-based features, wherein the rate-based features demonstrate a normal behavior of at least HTTPS traffic directed to a protected entity; computing a short-term baseline and a long-term baseline based on the received samples, wherein the short-term baseline is adapted to relatively rapid changes in the HTTPS traffic and the long-term baseline is adapted to relatively slow changes in the HTTPS traffic; computing at least one short-term threshold respective of the short-term baseline and at least one long-term threshold respective of the long-term baseline; evaluating each of the at least one threshold against real-time samples of HTTPS traffic to determine whether behavior of the HTTPS traffic is anomalous; and generating alarm when anomaly is detected.

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