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:
Nov. 16, 2021

Filed:

Jan. 29, 2019
Applicant:

Ca, Inc., San Jose, CA (US);

Inventors:

Aditya Kuppa, Dublin, IE;

Slawomir Grzonkowski, Dublin, IE;

Sidharth Pipriya, Dublin, IE;

Assignee:

CA, Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06F 9/54 (2006.01); G06N 20/00 (2019.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1441 (2013.01); G06F 9/542 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01); H04L 63/20 (2013.01);
Abstract

The disclosed computer-implemented method for detecting anomalous behavior within computing sessions may include (i) identifying, by the computing device, a set of execution events that correspond to a computing session, (ii) providing, by the computing device, the set of execution events as input to an autoencoder, (iii) receiving, by the computing device and from the autoencoder, a reconstruction error associated with autoencoding the set of execution events, (iv) detecting, by the computing device and based on the reconstruction error, an anomaly within the computing session, and (v) performing, by the computing device, a security action to address the anomaly within the computing session. Various other methods, systems, and computer-readable media are also disclosed.


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