基于无线传感器网络和推理技术的网络取证模型模拟

Q4 Engineering Measurement Sensors Pub Date : 2024-06-19 DOI:10.1016/j.measen.2024.101261
Hao Zhang
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引用次数: 0

摘要

网络取证的目的是对黑客攻击后的痕迹进行取证分析,获取网络犯罪的电子证据,通过电子证据指控黑客。无论是国外还是国内,对网络取证的研究都处于起步阶段,网络取证技术就是在这样的背景下发展起来的。一种基于模糊决策树的网络取证分析系统,辅助网络取证人员对网络环境下的计算机犯罪进行取证分析。给出了该方法的实验结果,并与现有方法的分析结果进行了比较。实验结果表明,该系统能对大多数类型的事件进行分类(平均正确分类率为 91.16 %),能为网络取证人员提供可理解的信息,协助取证人员进行快速高效的证据分析。
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Simulation of network forensics model based on wireless sensor networks and inference technology

The purpose of network forensics is forensic analysis of traces after hacker attacks, obtaining electronic evidence of Cyber Crime, and accusing hackers by electronic evidence. Both foreign and domestic, the research of network forensics is in the beginning stage, and the technology of network forensics is developed in this background. An analysis system of fuzzy decision tree based network forensics, network forensics personnel to assist in the network environment of computer crime forensics analysis. The experimental results of this method are given and compared with the existing methods of the analysis results. The experimental results show that this system can classify most kinds of events (the average correct classification rate. 91.16 %), can provide comprehensible information for network forensics personnel, to assist forensic personnel for rapid and efficient analysis of the evidence.

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来源期刊
Measurement Sensors
Measurement Sensors Engineering-Industrial and Manufacturing Engineering
CiteScore
3.10
自引率
0.00%
发文量
184
审稿时长
56 days
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