The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 01, 2025

Filed:

Mar. 15, 2021
Applicant:

Radware, Ltd., Tel Aviv, IL;

Inventors:

Ehud Doron, Moddi'in, IL;

Nir Ilani, Givat Brenner, IL;

David Aviv, Tel Aviv, IL;

Yotam Ben Ezra, Ra'anana, IL;

Amit Bismut, Kiryat Motzkin, IL;

Assignee:

Radware Ltd., Tel Aviv, IL;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 5/048 (2023.01); H04L 9/40 (2022.01); H04L 47/122 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1458 (2013.01); G06N 5/048 (2013.01); H04L 47/122 (2013.01); H04L 63/0227 (2013.01); H04L 63/1425 (2013.01); H04L 63/18 (2013.01); G06N 20/00 (2019.01); H04L 63/101 (2013.01); H04L 63/1416 (2013.01);
Abstract

An out-of-path defense platform protecting against excessive utilization of a cloud service providing a cloud hosted application comprising a controller communicatively coupled to a detector and a mitigator; wherein the detector receives telemetries from sources that are configured to collect telemetries related to the traffic between end user devices and an edge network that distributes traffic for the cloud hosted application, the telemetries being out-of-path information for traffic to and from the cloud-hosted application, wherein a portion of the telemetries relate to operation of a portion of a cloud computing platform hosting the cloud-hosted application, and detects, using the collected telemetries and a learned normal utilization behavior of each cloud service for the cloud-hosted application, excessive utilization of a cloud service by the cloud hosted application; and wherein the controller, upon detection of the excessive utilization, causes mitigation, by the mitigator, of the excessive utilization of each cloud service.


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