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Safety Judgment Method for Smart Home Security Equipment Based on Improved Decision Tree Algorithm

A technology of security equipment and smart home, applied in the direction of digital transmission system, data exchange network, electrical components, etc., can solve the problems of insufficient security of intelligent security equipment and inability to provide strong protection for consumers

Active Publication Date: 2021-03-16
CHONGQING UNIV OF POSTS & TELECOMM
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

After investigation, there are many unencrypted smart security products in the market, resulting in insufficient security of smart security equipment and unable to provide strong protection for consumers

Method used

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  • Safety Judgment Method for Smart Home Security Equipment Based on Improved Decision Tree Algorithm
  • Safety Judgment Method for Smart Home Security Equipment Based on Improved Decision Tree Algorithm
  • Safety Judgment Method for Smart Home Security Equipment Based on Improved Decision Tree Algorithm

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Embodiment Construction

[0037] The preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings.

[0038] The invention judges the security of the device according to the control command of the smart home security device obtained in the wifi environment. The control command of the smart home security device is directly related to the brand of the smart home security device, and it is necessary to obtain its control command to determine whether the brand is worth buying.

[0039] The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments:

[0040] A security identification method for smart home security equipment based on an improved decision tree algorithm. like figure 1 is the flow chart of the whole identification method.

[0041] 1. Capture the Pcap data packets of smart home security devices in the wifi environment.

[0042] 2. Filter Pcap data packets to determine...

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PUM

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Abstract

The invention provides an intelligent home security equipment security judgment method based on an improved decision tree algorithm, and belongs to the technical field of network information securityof intelligent home security equipment. According to the method, through capturing a Pcap data packet, analyzing the data packet, training a decision tree model, extracting control command data and forging transmission data, the intelligent home security equipment is controlled, and then whether the intelligent home security equipment is secure is judged. Modeling in the method provided by the invention fully utilizes the mainstream intelligent home security equipment on the market, and the reliable technical support is provided for customers for judging the security of the intelligent security equipment on the market.

Description

technical field [0001] The invention belongs to the technical field of network information security of smart home security equipment, and relates to a method for judging the security of smart home security equipment based on an improved decision tree algorithm. Background technique [0002] In recent years, with the rapid development of the Internet of Things, smart home, smart security, etc. are also deeply loved by consumers. In order to meet the needs of various consumer groups, there are also various smart home products, among which there are some manufacturers who reduce product quality in order to reduce costs. After investigation, there are many unencrypted smart security products on the market, resulting in insufficient security of smart security devices and unable to provide strong protection for consumers. SUMMARY OF THE INVENTION [0003] In view of this, the purpose of the present invention is to provide a method for judging the security of smart home security...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L29/06H04L12/24
CPCH04L41/142H04L41/145H04L63/20
Inventor 彭大芹项磊李司坤谢金凤
Owner CHONGQING UNIV OF POSTS & TELECOMM