Thesis Details

Identifikace mobilních aplikací s využitím TLS dat

Bachelor's Thesis Student: Borbély Richard Academic Year: 2020/2021 Supervisor: Burgetová Ivana, Ing., Ph.D.
English title
Mobile Application Identification Based on TLS Data
Language
Czech
Abstract

This thesis deals with identification of mobile applications based on data from network protocol TLS. It conducts a research of values from the TLS handshake, specifically of JA3, JA3S and SNI values. The work represents an application that includes an algorithm performing a classification over TLS data. The results of the classification represent information based on which we can decide, if the identification of the apps was successful. This method allowed to identify 17 of the 18 given applications. The benefit of this work is the ability to identify mobile apps based on JA3, JA3S and SNI values and for example, it can be used in network administration.

Keywords

data mining, data analysis, classification, classification rule, data sets, TLS, TCP/IP model, fingerprinting, JA3, JA3S, SNI, application, algorithm, mobile application, TLS handshake, Python, identification

Department
Department of Information Systems FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade D
Date
18 June 2021
Reviewer
Matoušek Petr, doc. Ing., Ph.D., M.A.
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
BORBÉLY, Richard. Identifikace mobilních aplikací s využitím TLS dat. Brno, 2021. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2021-06-18. Supervised by Burgetová Ivana. Available from: https://www.fit.vut.cz/study/thesis/23693/
BibTeX 
@bachelorsthesis{FITBT23693,
    author = "Richard Borb\'{e}ly",
    type = "Bachelor's thesis",
    title = "Identifikace mobiln\'{i}ch aplikac\'{i} s vyu\v{z}it\'{i}m TLS dat",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2021,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/23693/"
}

Theses

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