Thesis Details
Analýza DNS dat pro účely identifikace mobilních zařízení
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.
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
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
@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/" }