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. 19, 2026

Filed:

Dec. 05, 2023
Applicant:

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

Inventors:

Rajesh Kumar Saxena, Thane West, IN;

Harish Bharti, Pune, IN;

Sandeep Sukhija, Sri Ganganagar, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/173 (2006.01); H04L 41/06 (2022.01); H04L 41/16 (2022.01); H04L 43/022 (2022.01);
U.S. Cl.
CPC ...
H04L 41/16 (2013.01); H04L 41/06 (2013.01); H04L 43/022 (2013.01);
Abstract

An embodiment trains, using a first plurality of real data packets transmitted over a communications network, a generative adversarial network (GAN) to generate a first plurality of generated data packets corresponding to the plurality of real data packets. An embodiment generates, using the trained GAN, a second plurality of generated data packets from a second plurality of real data packets transmitted over the communications network. An embodiment generates, using a probability distribution of the second plurality of real data packets and a probability distribution of the second plurality of generated data packets, a plurality of sampling indices, each sampling index in the plurality of sampling indices comprising a packet number to be sampled for inspection. An embodiment inspects, using a packet inspector, a third plurality of data packets transmitted over the communications network, each inspected data packet having an index in the plurality of sampling indices.


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