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:

Dec. 27, 2019
Applicant:

Institute of Computing Technology, Chinese Academy of Sciences, Beijing, CN;

Inventors:

Gaogang Xie, Beijing, CN;

Xinyi Zhang, Beijing, CN;

Penghao Zhang, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/025 (2023.01); G06F 18/214 (2023.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G06N 5/025 (2013.01); G06F 18/214 (2023.01); G06N 3/02 (2013.01);
Abstract

The disclosure provides a data packet classification method and system based on a convolutional neural network including merging each rule set in a training rule set to form a plurality of merging schemes, and determining an optimal merging scheme for each rule set in the training rule set on the basis of performance evaluation; converting a prefix combination distribution of each rule set in the training rule set and a target rule set into an image, and training a convolutional neural network model by taking the image and the corresponding optimal merging scheme as features; and classifying the target rule set on the basis of image similarity, and constructing a corresponding hash table for data packet classification.


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