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Method and device for identifying network equipment

A technology of network equipment and identification method, applied in data exchange network, character and pattern recognition, instruments, etc., can solve the problem of low efficiency in identifying network equipment, and achieve the effect of not easy to be tampered with, solving low efficiency and increasing complexity

Inactive Publication Date: 2021-02-02
STATE GRID BEIJING ELECTRIC POWER +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for identifying network equipment, so as to at least solve the technical problem of low efficiency in identifying network equipment in the related art

Method used

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  • Method and device for identifying network equipment
  • Method and device for identifying network equipment
  • Method and device for identifying network equipment

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Experimental program
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Embodiment 2

[0099] According to an embodiment of the present invention, a device for identifying a network device is also provided. The device can implement the method for identifying a network device in the above embodiment. The specific implementation and preferred application scenarios are the same as those in the above embodiment, and will not be repeated here.

[0100] Figure 5 is a schematic diagram of an identification device for a network device according to an embodiment of the present invention, such as Figure 5 As shown, the device includes:

[0101] An acquisition module 52, configured to acquire a target data stream sent by a target network device within a preset time period;

[0102] The extraction module 54 is used to extract the atomic time field of the target data stream to obtain the target fingerprint of the target network device;

[0103] The classification module 56 is used to classify the target fingerprints by using multiple trained support vector machines to ob...

Embodiment 3

[0113] According to an embodiment of the present invention, a computer-readable storage medium is also provided, and the computer-readable storage medium includes a stored program, wherein, when the program is running, the device where the computer-readable storage medium is located is controlled to execute the network device in Embodiment 1 above identification method.

Embodiment 4

[0115] According to an embodiment of the present invention, a processor is also provided, and the processor is configured to run a program, wherein the method for identifying a network device in Embodiment 1 above is executed when the program is running.

[0116] The serial numbers of the above embodiments of the present invention are for description only, and do not represent the advantages and disadvantages of the embodiments.

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Abstract

The invention discloses a method and a device for identifying network equipment. The method comprises the following steps: acquiring a target data stream sent by target network equipment in a preset time period; extracting an atomic time field of the target data stream to obtain a target fingerprint of the target network device; classifying the target fingerprint by using a plurality of trained support vector machines to obtain a target classification result of the target network device, the target classification result comprising a multi-bit coded value, the multi-bit coded value being in one-to-one correspondence with the support vector machines; and matching the target classification result with a plurality of preset classification results to obtain an identification result of the target network device, the plurality of preset classification results being in one-to-one correspondence with the plurality of categories, and each preset classification result comprising a multi-bit preset coded value. According to the invention, the technical problem that the efficiency of identifying the network equipment is too low in related technologies is solved.

Description

technical field [0001] The present invention relates to the field of network equipment identification, in particular to a network equipment identification method and device. Background technique [0002] The Internet has penetrated into all aspects of people's lives. Large-scale network coverage inevitably requires a large number of terminal devices. In order to avoid serious consequences caused by maliciously damaged devices illegally accessing the network, it is necessary to effectively identify network terminal devices and ensure network security. Safe and reliable space environment. [0003] The existing device identification method is to identify the fingerprint of the device. The device fingerprint is a device feature or a unique device identifier that can be used to uniquely identify the device. Therefore, it is very important to select the feature that generates the device fingerprint. Taking into account stability, uniqueness and security; the feature fields select...

Claims

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Application Information

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IPC IPC(8): H04L12/26H04L29/06G06K9/62
CPCH04L43/50H04L63/0876G06F18/2411G06F18/214
Inventor 李群王小虎任天宇王超董佳涵郭广鑫师恩洁
Owner STATE GRID BEIJING ELECTRIC POWER
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