Thesis Details

Analýza DNS dat pro účely identifikace mobilních zařízení

Bachelor's Thesis Student: Sporni Alex Academic Year: 2019/2020 Supervisor: Burgetová Ivana, Ing., Ph.D.
Language
Slovak
Abstract

This bachelor's thesis deals with the problem of identification of mobile devices based on DNS data analysis. The thesis provides a theoretical introduction to the computer communication model. This thesis explains the importance of DNS in the terms of network communication between devices, It also presents the provided data sets, which contain real communication of mobile devices. These data sets must be with a suitable technique parsed and stored in a database to provide better data manipulation techniques in the later stages of implementation. This work further describes individual techniques of data processing. It also depicts in detail the methodologies for evaluating the relevance of TF-IDF and the application of cosine similarity to identify the mobile devices. The main output of this work is the evaluation of the achieved results.

Keywords

Data mining, data analysis, methodology, TF-IDF, cosine similarity, data sets, DNS protocol,mobile devices, identification, Euclidean distance, Manhattan distance, Minkowskidistance, Chebyshev distance, weighting, vector space model, Python, MySQL, data processingtechniques, OSI model, TCP/IP model, DNS resource records

Department
Degree Programme
Information Technology
Files
Status
defended, grade C
Date
9 July 2020
Reviewer
Committee
Kolář Dušan, doc. Dr. Ing. (DIFS FIT BUT), předseda
Chudý Peter, doc. Ing., Ph.D. MBA (DCGM FIT BUT), člen
Kořenek Jan, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Lengál Ondřej, Ing., Ph.D. (DITS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
SPORNI, Alex. Analýza DNS dat pro účely identifikace mobilních zařízení. Brno, 2020. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2020-07-09. Supervised by Burgetová Ivana. Available from: https://www.fit.vut.cz/study/thesis/22688/
BibTeX
@bachelorsthesis{FITBT22688,
    author = "Alex Sporni",
    type = "Bachelor's thesis",
    title = "Anal\'{y}za DNS dat pro \'{u}\v{c}ely identifikace mobiln\'{i}ch za\v{r}\'{i}zen\'{i}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2020,
    location = "Brno, CZ",
    language = "slovak",
    url = "https://www.fit.vut.cz/study/thesis/22688/"
}
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