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. 01, 2022

Filed:

Jul. 25, 2019
Applicant:

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

Inventors:

Aankur Bhatia, Bethpage, NY (US);

Chadwick M. Baatz, Naperville, IL (US);

Gary I. Givental, Bloomfield Hills, MI (US);

Thomas Wallace, Grosse Pointe Park, MI (US);

Srinivas B. Tummalapenta, Broomfield, CO (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/07 (2006.01); G06N 20/00 (2019.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/0766 (2013.01); G06F 11/0793 (2013.01); G06K 9/6256 (2013.01); G06N 20/00 (2019.01);
Abstract

A method identifies and prioritizes anomalies in received monitoring logs from an endpoint log source. One or more processors identify anomalies in the monitoring logs by applying a plurality of disparate types of anomaly detection algorithms to the monitoring logs, and then determine a likelihood that the identified anomalies are anomalous based on outputs of the plurality of disparate types of anomaly detection algorithms. The processor(s) then prioritize the monitoring logs based on the likelihood that the identified anomalies are actually anomalous, and send prioritized monitoring logs that exceed a priority level to a security information and event management system (SIEM).


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