Thesis Details

Detekce mobilních aplikací pomocí profilů komunikace

Bachelor's Thesis Student: Babic Radovan Academic Year: 2020/2021 Supervisor: Matoušek Petr, doc. Ing., Ph.D., M.A.
English title
Detection of Mobile Applications Using Traffic Profiling
Language
Czech
Abstract

This bachelor thesis deals with JA3 and JA3S methods of digital profiling of mobile applications based on TLS handshake between client and server. The thesis describes the used method of emulation of mobile devices using the Android operating system, installation of applications, generation and capture of traffic needed to create a database of profiles. Furthermore, the work describes the method that I implemented in the tool for automated creation of a database of digital profiles of applications and their subsequent classification and recognition using data obtained from internet traffic in the network.

Keywords

JA3, JA3S, Fingerprint, SNI, TLS, Android, Python, SQLite

Department
Department of Information Systems FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade D
Date
18 June 2021
Reviewer
Grégr Matěj, Ing., Ph.D.
Committee
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), předseda
Hliněná Dana, doc. RNDr., Ph.D. (DMAT FEEC BUT), člen
Kořenek Jan, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Křena Bohuslav, Ing., Ph.D. (DITS FIT BUT), člen
Szőke Igor, Ing., Ph.D. (DCGM FIT BUT), člen
Citation
BABIC, Radovan. Detekce mobilních aplikací pomocí profilů komunikace. Brno, 2021. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2021-06-18. Supervised by Matoušek Petr. Available from: https://www.fit.vut.cz/study/thesis/23992/
BibTeX 
@bachelorsthesis{FITBT23992,
    author = "Radovan Babic",
    type = "Bachelor's thesis",
    title = "Detekce mobiln\'{i}ch aplikac\'{i} pomoc\'{i} profil\r{u} komunikace",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2021,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/23992/"
}

Theses

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