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:
Oct. 07, 2025

Filed:

Oct. 12, 2023
Applicant:

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

Inventors:

Oleg Blinder, Haifa, IL;

Omer Yehuda Boehm, Haifa, IL;

Micha Gideon Moffie, Zichron Yaakov, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01); G06F 9/54 (2006.01);
U.S. Cl.
CPC ...
G06F 21/552 (2013.01); G06F 9/547 (2013.01);
Abstract

A computer-implemented method, according to various approaches, includes causing a predetermined HRL agent to perform, in a controlled environment, execution of a first potentially malicious API call against a predetermined API. Performing execution of the first potentially malicious API call against the predetermined API includes: causing a first sub-agent of a first stage of an architecture of the HRL agent to make a first selection for defining a first portion of a first API call. Performing execution of the first potentially malicious API call against the predetermined API furthermore includes causing a second sub-agent of a second stage of the architecture of the HRL agent to make a second selection for defining a second portion of the first API call, and issuing the first API call to the predetermined API. First reward-based feedback is provided to the first sub-agent and the second sub-agent.


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