基于入侵检测数据挖掘的通信网络欺诈检测及防范对策研究

Xin Meng
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引用次数: 0

摘要

随着信息技术的飞速发展和互联网的迅速普及,计算机和互联技术的不断创新和升级。通信网络诈骗作为一种新型犯罪,通常利用移动电话、固定电话、透明传输工具、伪基站等通信设备,利用虚假事实或掩盖真相实施诈骗。当前通信网络诈骗呈现出手段多样化、技术现代化和手段隐蔽性的特点。公安机关要结合当前公安工作实际,在部门联动、资本查控、打击上下游犯罪、技术防范等方面,探索出一条切实可行的侦查预防路径。本文对网络入侵检测技术进行了研究,对入侵检测过程进行了分析,并对数据挖掘算法以及如何将数据挖掘算法应用于通信网络欺诈的检测和预防进行了研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Communication Network Fraud Detection and Prevention Countermeasures Based on Intrusion Detection Data Mining
With the rapid development of information technology and the rapid popularization of Internet, the continuous innovation and upgrading of computer and interconnection technology have been brought about. Communication network fraud, as a new type of crime, usually uses mobile phones, fixed telephones, transparent transmission tools, pseudo base stations and other communication equipment, using false facts or covering up the truth to commit fraud. At present, communication network fraud is characterized by diversification of means, modernization of technology and concealment of methods. The public security organs should combine the current reality of public security work, and explore a practical investigation and prevention path in the fields of department linkage, capital investigation and control, combating upstream and downstream crimes, and technical prevention. In this paper, the network intrusion detection technology is studied, the intrusion detection process is analyzed, and the data mining algorithm and how to apply the data mining algorithm to the communication network fraud detection and prevention are studied.
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