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:
Mar. 04, 2025

Filed:

Sep. 28, 2022
Applicant:

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

Inventors:

Leonid Rodniansky, Allston, MA (US);

Tania Butovsky, Needham, MA (US);

Mikhail Shpak, New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); H04L 41/16 (2022.01); H04L 43/0811 (2022.01);
U.S. Cl.
CPC ...
H04L 63/20 (2013.01); H04L 41/16 (2013.01); H04L 43/0811 (2013.01);
Abstract

Techniques for identifying outlier application connections for computer security are described. These techniques include identifying one or more connections between a client application and one or more services, over a communication network, and determining to switch from an outlier connection learning phase to an outlier connection detection phase based on the identified or more connections, including determining, in real-time and based on a confidence level and a number of previously analyzed connections, to switch to the outlier connection detection phase. The techniques further include determining, based on the switch to the outlier connection detection phase, that a first connection of the identified one or more connections is an outlier connection, and acting to reduce a security risk relating to the first connection.


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