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METHOD AND SYSTEM FOR DETECTING EMULATED MOBILE OPERATING SYSTEM USING MACHINE LEARNING TECHNIQUES

机译:利用机器学习技术检测模拟移动操作系统的方法和系统

摘要

FIELD: calculating; counting.;SUBSTANCE: group of inventions relates to computer engineering. Said result is achieved by a method of detecting an emulated mobile operating system using machine learning techniques, wherein data are collected on a mobile application which is installed on a mobile user communication device; sending the data received at the previous step from the mobile communication device of the user to the server; performs extraction of the obtained data by means of the parser containing the collected features, in accordance with the field names; sending selected features to a trained statistical data model located on a server, having feature groups which include a group of statistical features, dynamic features, user metrics, file metrics and modified metrics; decision is made by means of trained statistical data model mobile application is installed on real device or emulated mobile operating system.;EFFECT: technical result is high quality of analysing transactions performed in banking applications running in an emulated operating system.;11 cl, 9 dwg
机译:领域:计算;物质:一组发明涉及计算机工程。通过使用机器学习技术检测模拟的移动操作系统的方法来实现所述结果,其中,在安装在移动用户通信设备上的移动应用程序上收集数据;从用户的移动通信设备向服务器发送上一步接收到的数据;根据字段名称,通过包含收集到的特征的解析器对获取的数据进行提取;将选定的特征发送到位于服务器上的训练有素的统计数据模型,该模型具有特征组,这些特征组包括一组统计特征,动态特征,用户指标,文件指标和修改的指标;决定是通过训练有素的统计数据模型做出的,将移动应用程序安装在真实设备或模拟移动操作系统上。效果:技术结果是高质量分析运行在模拟操作系统中的银行应用程序中执行的交易。11cl,9 dwg

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