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. 27, 2021

Filed:

Oct. 03, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Edson Gomes Pereira, Sao Paulo, BR;

Daniela Kern Mainieri Trevisan, Sao Paulo, BR;

Thiago Rodrigues De Souza Costa, Belem, BR;

Sergio Varga, Campinas, BR;

Thiago Cesar Rotta, Campinas, BR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/105 (2013.01); G06N 20/00 (2019.01); H04L 63/0861 (2013.01); H04L 63/102 (2013.01);
Abstract

Techniques are provided for selectively granting access credentials through the use of a machine learning model. Embodiments include collecting data from one or more sources related to user access of an information technology (IT) infrastructure. Based on the collected data, a machine learning model is created for authenticating a request from a client device to access the computer system within the IT infrastructure based on the collected data, based on the machine learning model. An access credential is generated upon processing the user identifier as an input to the machine learning model, and the access credential is provided to the client device.


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