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:
Sep. 30, 2025

Filed:

Jun. 27, 2023
Applicant:

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

Inventors:

Angelo Danducci, Ii, Austin, TX (US);

Andrew Stephen Cassidy, Austin, TX (US);

Jean Elvira Schunck, Travis, TX (US);

Harshan Kumar Yennamaneni, Austin, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06N 20/00 (2019.01);
Abstract

A computer-implemented method, computer program product, and computer system to classify executing processes as malicious based on opcode data. A processor to retrieves live opcode data corresponding to one or more processors executing a process. A processor generates a malicious classification of the process based on output from a machine learning model that is provided the live opcode data. A processor, in response to the machine learning model classifying the process as malicious, restricts the execution of the process on the one or more processors.


Find Patent Forward Citations

Danducci, Ii, Angelo. (2025). Detection of malicious encryption based on machine learning (U.S. Patent No. 12432229). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12432229

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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