Thesis Details

Analýza síťové komunikace pro účely profilování mobilních aplikací

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

Goal of this thesis was to create profiles of mobile applications based on their network communication, which is stored in created data sets. For this purpose, a tool that can extract profiles from data sets was created. Profiles contain JA3 fingerprints, IP addresses and hostnames,that are associated with specific application based on number of occurrences in data sets. Unmodified profiles describe importance of individual identifiers used by application in network communication. Modified profiles can be used to identify application in networktraffic.

Keywords

profiling, network communication, network communication analysis, JA3 fingerprint, IP address, hostname, mobile applications, data mining, mobile application identification, Python

Department
Degree Programme
Information Technology
Files
Status
defended, grade A
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
MELUŠ, Matej. Analýza síťové komunikace pro účely profilování mobilních aplikací. 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/23033/
BibTeX
@bachelorsthesis{FITBT23033,
    author = "Matej Melu\v{s}",
    type = "Bachelor's thesis",
    title = "Anal\'{y}za s\'{i}\v{t}ov\'{e} komunikace pro \'{u}\v{c}ely profilov\'{a}n\'{i} mobiln\'{i}ch aplikac\'{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/23033/"
}
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