用于检查网络犯罪背景经济的自动数据分析方法

Saravanan Alagarsamy, K. Selvaraj, V. Govindaraj, A. A. Kumar, S. Harishankar, G. L. Narasimman
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引用次数: 5

摘要

随着网络威胁的快速增长,信息系统需要一些方法来应对网络安全问题。在此基础上,提出了犯罪即服务(Crime-as-a-service, Caas)模型,强化网络犯罪发生的背景信息。工作的动机是用数据分析的方法来审视网络犯罪中出现的问题,设计信息系统。为了实现这一目标,首先建立了一个审查网络犯罪活动的框架。第二步,需要创建CaaS的定义。第三步,使用分类模型对各种活动进行分类。为了评估所提出的技术,使用从在线黑客社区收集的数据集进行测试。通过开发有效的信息系统来处理网络犯罪中的各种问题,解决了研究差距,并为私营和公共部门记录网络犯罪中发生的攻击提供了实际的认识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated Data analytics approach for examining the background economy of Cybercrime
In-spite of fast growth of cyber threats, there is need of the methodologies to assist the information systems to deal with the cyber security. In supplement to that, Crime-as-a-service (Caas) model is developed to reinforces the background information occurring in the cybercrime. The motivation of the work is to scrutinize the problems occurring in the cybercrime using the data analysis method for designing the information system. In order to accomplish, First the framework is created for examining the cybercrime activities. Second step, the definition for CaaS need to be created. Third step, classification model is used for classifying the various activities. For the evaluation of the proposed techniques, tested with the dataset collected form the online hacking community is used. Research gap is resolved by developing the effective information system for handling the various problem in cybercrime and also provide the practical perceptions for both the private and public sectors to record the attacks occurring in the cybercrime.
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