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HTTPS flow identification method, HTTPS flow identification device, terminal device and storage medium

A technology for traffic identification and storage media, applied in character and pattern recognition, instruments, data exchange networks, etc., can solve the problems of high computational complexity, poor feasibility, and difficulty in data acquisition, reducing costs, improving accuracy, reducing The effect of data acquisition difficulty and computational complexity

Active Publication Date: 2018-06-15
GUANGDONG EASTONE CENTURY TECHNOLOGY CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] The embodiment of the present invention provides an HTTPS traffic identification method, device, terminal equipment, and storage medium, which can effectively solve the technical problems of the existing HTTPS traffic identification technology that data acquisition is difficult, calculation complexity is high, and feasibility is poor

Method used

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  • HTTPS flow identification method, HTTPS flow identification device, terminal device and storage medium
  • HTTPS flow identification method, HTTPS flow identification device, terminal device and storage medium
  • HTTPS flow identification method, HTTPS flow identification device, terminal device and storage medium

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Embodiment Construction

[0033] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0034] see figure 1 , is a schematic flowchart of an HTTPS traffic identification method provided in the first embodiment of the present invention, and the HTTPS traffic identification method includes:

[0035] S101. Obtain HTTPS traffic data;

[0036] S102. Calculate each XDR characteristic variable of the HTTPS traffic data according to a preset calculation caliber, and obtain all XDR characteristic variables of the HTTPS traffic data;

[0037] In this embodime...

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Abstract

The invention discloses an HTTPS flow identification method, an HTTPS flow identification device, a terminal device and a storage medium. The HTTPS flow identification method comprises the steps of: obtaining HTTPS flow data; calculating each XDR characteristic variable of the HTTPS flow data according to a pre-set calculation calibre, so that all XDR characteristic variables of the HTTPS flow data are obtained; and inputting all the XDR characteristic variables of the HTTPS flow data into a pre-created support vector machine classification model, so that the flow type corresponding to the HTTPS flow data is obtained, wherein the flow type is a picture flow type or a non-picture flow type; the support vector machine classification model is pre-created according to XDR characteristic variable data of pre-established sample flow data; and the sample flow data is data labelled as picture flow and non picture flow. By adoption of the embodiment of the invention, the data obtaining difficulty and the calculation complexity of picture flow identification of HTTPS flow can be reduced; and the identification cost is reduced.

Description

technical field [0001] The present invention relates to the technical field of mobile Internet service traffic identification, in particular to an HTTPS traffic identification method, device, terminal equipment and storage medium. Background technique [0002] HTTPS is an encryption protocol that ensures the secure transmission of web page data. In the HTTPS protocol, HTTP is responsible for the transmission of web page data, and the SSL / TLS protocol is responsible for data encryption and identity authentication. At present, the HTTPS protocol has been widely used in important services such as online banking, online payment, and e-commerce. Many Web sites also use the HTTPS protocol for data transmission for their own security in the communication process. Traffic identification and classification is an effective means of network management. It actively acquires network traffic, analyzes it, and comprehensively understands the running status of various network applications...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/851G06K9/62G06F17/30H04L29/08
CPCH04L47/24H04L47/2483G06F16/35H04L67/02G06F18/2411
Inventor 郑涛林宇杨傅宇彭司宇陈杰李秀海
Owner GUANGDONG EASTONE CENTURY TECHNOLOGY CO LTD
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