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:
Feb. 28, 2023

Filed:

Jun. 19, 2020
Applicant:

Citrix Systems, Inc., Ft. Lauderdale, FL (US);

Inventors:

Aman Agrawal, Bangalore, IN;

Josephine Suganthi Joseph Leo, Sunnyvale, CA (US);

Kasirao Velugu, Bangalore, IN;

Praveen Dandin, Fremont, CA (US);

Rama Rao Katta, Fremont, CA (US);

Ratnesh Singh Thakur, San Jose, CA (US);

Seth Kenneth Keith, Scotts Valley, CA (US);

Rakesh Thangellapalli, Milpitas, CA (US);

Assignee:

Citrix Systems, Inc., Fort Lauderdale, FL (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/00 (2013.01); G06N 20/00 (2019.01); G06N 3/04 (2023.01); H04L 9/40 (2022.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01); H04L 63/1483 (2013.01);
Abstract

A computer system is provided. The computer system includes a memory, a network interface, and a processor coupled to the memory and the network interface. The processor is configured to receive a response to a request to verify whether an ostensible client of a service is actually a client or a bot, the response including an indicator of whether the ostensible client is a client or a bot; receive information descriptive of interoperations between the ostensible client and the service that are indicative of whether the ostensible client is a client or a bot; and train a plurality of machine learning classifiers using the information and the indicator to generate a next generation of the plurality of machine learning classifiers.


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