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:
Jun. 30, 2020

Filed:

Oct. 12, 2018
Applicant:

Ping Identity Corporation, Denver, CO (US);

Inventors:

Udayakumar Subbarayan, Bangalore, IN;

Bernard Harguindeguy, Atherton, CA (US);

Isidore Rosenblum, Pleasanton, CA (US);

Yasar Kundottil, Bangalore, IN;

Aditya Gunuganti, Hyderabad, IN;

Amit Kumar Sharma, Bangalore, IN;

Avinash Kumar Sahu, Bangalore, IN;

Assignee:

Ping Identity Corporation, Denver, CO (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/54 (2006.01); G06F 21/55 (2013.01); G06N 20/00 (2019.01); H04L 29/06 (2006.01); H04L 12/24 (2006.01); G06F 21/56 (2013.01); G06F 40/216 (2020.01);
U.S. Cl.
CPC ...
G06F 21/554 (2013.01); G06F 9/54 (2013.01); G06F 21/552 (2013.01); G06F 21/566 (2013.01); G06F 40/216 (2020.01); G06N 20/00 (2019.01); H04L 41/145 (2013.01); H04L 41/147 (2013.01); H04L 41/16 (2013.01); H04L 63/1425 (2013.01); H04L 63/1441 (2013.01);
Abstract

In some embodiments, a method includes receiving, at a processor of a server, a first application programming interface (API) call from a client device and providing an indication associated with the first API call as an input to a machine learning model such that the machine learning model identifies a set of parameters associated with a set of likely subsequent API calls. The method can further include receiving a second API call from the client device, identifying the second API call as an anomalous API call based on the second API call not meeting the set of parameters associated with the set of likely subsequent API calls, and sending a signal to perform a remedial action based on the identifying.


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