title: ÐÐ±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð¼Ð¾ÑÐµÐ½Ð½Ð¸ÑÐµÑÑÐ²Ð° Ñ Ð¼Ð¾Ð±Ð¸Ð»ÑÐ½Ð¾Ð¹ ÑÐµÐºÐ»Ð°Ð¼Ð¾Ð¹ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° ÑÐ°Ð±Ð¾ÑÑ Android-Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ð¹
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸ÑÑÐ°
titleType: Subtitle
title: Mobile ad fraud detection based on the analysis of Android applications
Creators: name: Ð¡Ð¾Ð»Ð´Ð°ÑÐ¾Ð²Ð°, ÐÐ½Ð°ÑÑÐ°ÑÐ¸Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2022
Subjects: Ð¼Ð¾ÑÐµÐ½Ð½Ð¸ÑÐµÑÑÐ²Ð¾ Ñ Ð¼Ð¾Ð±Ð¸Ð»ÑÐ½Ð¾Ð¹ ÑÐµÐºÐ»Ð°Ð¼Ð¾Ð¹
Google Android
Ð°Ð½Ð°Ð»Ð¸Ð· Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ
mobile advertising fraud
app analysis

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description: The topic of the final qualification work: "Detection of fraud with mobile advertising based on analysis of the work of Android applications."The purpose of the work is to increase the accuracy of detecting fraud with mobile advertising in Android applications. Research subject is methods of detecting advertising fraud in Android applications. The tasks to be solved in the study are:To identify the principle of mobile advertising.To determine the requirements of app stores for advertising, identify types of advertising fraud.To investigate ways to implement advertising fraud at the application level, identify signs of applications implementing advertising fraud.To develop a prototype of an advertising fraud detection system in Android applications, conduct an assessment of accuracy.During the work, the requirements of application store platforms for advertising in applications, mechanisms of advertising fraud in Android applications were investigated. Existing approaches to detecting advertising fraud have been analysed.As a result of the work, a prototype advertising fraud detection system was implemented, accuracy assessment showed high efficiency of the prototype.The results of the study can be used to improve the methodological base for detecting fraud with mobile advertising in Android applications.