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Simulation Test System of Information Security Breaches in Large-Scale Data

Student: Vladislav Iakovlev

Supervisor: Liudmila Zhukova

Faculty: HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE)

Educational Programme: Control Systems and Data Processing in Engineering (Master)

Final Grade: 8

Year of Graduation: 2018

In this paper, we consider the possibility of applying cluster analysis algorithms in the problem of recognizing the suspicious activity of visitors to a web site. A set of scripts has been developed that implements the process of maintaining real data, cleaning them, splitting a set of log entries into segments, and further statistical monitoring of user activity. The selection of algorithms for cluster analysis and their parameters for solving the problem is substantiated.

Full text (added May 15, 2018)

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