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:
May. 27, 2025

Filed:

May. 03, 2022
Applicant:

Akamai Technologies, Inc., Cambridge, MA (US);

Inventors:

Netanel Maman, Mazkeret Batya, IL;

Samuel Elgozi, Gan Yavne, IL;

Tomer Semo, Tel Aviv-Jaffa, IL;

Tomer Roizman, Tel Aviv-Jaffa, IL;

Ofir Manzur, Tel Aviv-Jaffa, IL;

Assignee:

Akamai Technologies, Inc., Cambridge, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/00 (2013.01); G06F 9/54 (2006.01); G06F 21/57 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/543 (2013.01); G06F 21/577 (2013.01); G06F 2221/034 (2013.01);
Abstract

Systems and methods for active parameter identification. An example method includes applying a machine learning model to features extracted from each of at least one request to a computing interface, wherein the machine learning model is trained per value using a training set including a plurality of training values of a plurality of training requests, wherein the machine learning model is trained to output an indicator as to whether each portion of a request containing a respective value indicates a parameter when applied to the request; and identifying at least one parameter-indicating portion of each request to the computing interface based on outputs of the machine learning model.


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