Thesis Details

Identifikace aplikačních protokolů

Bachelor's Thesis Student: Chomo Tomáš Academic Year: 2016/2017 Supervisor: Pluskal Jan, Ing., Ph.D.
English title
Application Protocols Identification
Language
Czech
Abstract

Digital forensic analysis applies methodical series of techniques  and procedures used to gather evidence, from computer device and present it in meaningful format. This thesis is dealing with identification of application protocols with help of machine learning and statistical methods. Further thesis explain attempts to improve detection skills with help of process called Feature Engineering. Feature Engineering is process of creating set of features that will help us to characterise network traffic. Paper contains testing of actual implementation of agent Netfox Detective which uses those two methods Paper is comparing those two methods and extends the implementation with effort to improve detection skills of a Netfox Detective agent. 

Keywords

identification, network communication classification, application protocol, machine learning, digital forensic analysis

Department
Degree Programme
Information Technology
Files
Status
defended, grade E
Date
16 June 2017
Reviewer
Committee
Švéda Miroslav, prof. Ing., CSc. (DIFS FIT BUT), předseda
Křivka Zbyněk, Ing., Ph.D. (DIFS FIT BUT), člen
Szőke Igor, Ing., Ph.D. (DCGM FIT BUT), člen
Zachariášová Marcela, Ing., Ph.D. (DCSY FIT BUT), člen
Zbořil František, doc. Ing., Ph.D. (DITS FIT BUT), člen
Citation
CHOMO, Tomáš. Identifikace aplikačních protokolů. Brno, 2017. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2017-06-16. Supervised by Pluskal Jan. Available from: https://www.fit.vut.cz/study/thesis/20191/
BibTeX
@bachelorsthesis{FITBT20191,
    author = "Tom\'{a}\v{s} Chomo",
    type = "Bachelor's thesis",
    title = "Identifikace aplika\v{c}n\'{i}ch protokol\r{u}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2017,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/20191/"
}
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