信息安全研究 ›› 2023, Vol. 9 ›› Issue (3): 298-.

• 技术应用 • 上一篇    

基于涉网犯罪的公安数据分析发展方向

江汉祥, 陈云   

  1. (福建省电子数据存取证重点实验室福建厦门361008)
  • 出版日期:2023-03-04 发布日期:2023-03-03
  • 通讯作者: 江汉祥 硕士,高级工程师,福建省电子数据存取证重点实验室主任,厦门市美亚柏科公司副总裁,首席科学家.主要研究方向为电子数据取证、大数据分析、新型犯罪模型研究. ndjhx@qq.com
  • 作者简介:江汉祥 硕士,高级工程师,福建省电子数据存取证重点实验室主任,厦门市美亚柏科公司副总裁,首席科学家.主要研究方向为电子数据取证、大数据分析、新型犯罪模型研究. ndjhx@qq.com 陈云 工程师,厦门市美亚柏科公司分析产品研究院总工程师.主要研究方向为大数据分析、新型网络犯罪模型研究. 443638599@qq.com

Development Direction of Public Security Data Analysis Based on  Involving Cybercrime

  • Online:2023-03-04 Published:2023-03-03

摘要: 公安大数据及其数据分析方法过去10多年来为传统案件的侦办起到巨大作用.但是随着涉网犯罪成为当前违法犯罪的主流,传统的大数据以及数据分析方法不再灵验.涉网犯罪的非接触性特征决定了公安数据来源要扩展到设备数据和行为数据方面,数据分析方法要转变到异常行为数据识别和分析道路上来,为适应当前涉网犯罪“打防管”的需要,要求充分掌握各种涉网犯罪特征,构建识别异常行为特征的知识库,从而输出异常行为数据情报原料;并在此基础上,结合公安各项业务特征,构建数据分析模型,最终输出准确度较高的情报成品.

关键词: 涉网犯罪, 数据分析, 行为数据, 属性数据, 行为分析, 异常行为

Abstract: Public security big data and its data analysis methods have played a huge role in the investigation of traditional cases in the past 10 years. However, as involving cybercrime become the mainstream of current illegal crimes, traditional big data and data analysis methods are no longer effective. The noncontact characteristics of involving cybercrime determine that the public security data source should be extended to equipment data and behavior data, and the data analysis method should be changed to identification and analysis of abnormal behavior data. This will meet the needs of cracking down and prevention and management of current involving cybercrimes. Therefore, it is necessary to fully grasp the characteristics of various involving cybercrimes and build a knowledge base to identify abnormal behavior characteristics, so as to output primary intelligence of abnormal behavior data. And on this basis, we need to combine the characteristics of various public security services, build a model for data analysis, and finally output a mature information with high accuracy.

Key words: involving cybercrime, data analysis, behavior data, attribute data, behavior analysis, abnormal behavior

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