Razvoj generatora podataka o mrežnom prometu za potrebe sustava očuvanja kibernetičke sigurnosti

undergraduate thesis

• Title (english): Development of a Network Traffic Data Generator for the Needs of Cyber Security Systems
• Author: Martina Galić
• Mentor: Damir Pintar (mentor)
• Committee member: Damir Pintar (predsjednik povjerenstva)
• Committee member: Ana Šarčević (član povjerenstva)
• Committee member: Luka Humski (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2022-07-12, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U sklopu ovog završnog rada razvijen je sustav za generiranje, snimanje, pohranu i parsiranje mrežnog prometa koji se može koristiti za unapređenje sustava očuvanja kibernetičke sigurnosti. Sustav je izgrađen u VirtualBox-u u kojem je stvorena virtualna mreža. Unutar virtualne mreže je generiran promet kako bi se izbjegle nezakonite radnje i olakšalo samo generiranje. Snimanje generiranog prometa je rezultiralo pcap datotekama koje sadrže 11 vrsta napada i dobroćudni promet. Naknadno su paketi podataka pretvoreni u flow podatke i anotirani odgovarajućim oznakama poput BENIGN, c2, imposter, sink, spambot i slično

Abstract (english)

As part of this thesis, a system for generating, recording, storing, and parsing network traffic has been developed, which can be used to improve the Intrusion Detection System and Intrusion Prevention System. The system was built in VirtualBox in which a virtual network has been created. Within the virtual network, traffic is generated to avoid illegal actions and facilitate traffic generation. Recording the generated traffic resulted in pcap files containing 11 types of attacks and benign traffic. Subsequently, data packets were converted into flow data and annotated with appropriate labels such as BENIGN, c2, imposter, sink, spambot and the like.

• Keywords: VirtualBox; Selenium; Wireshark; zloćudni promet; dobroćudni promet; pcap; flow
• Keywords (english): VirtualBox; Selenium; Wireshark; malicious traffic; benign traffic; pcap; flow
• Language: croatian
• URN:NBN: urn:nbn:hr:168:892877
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-15 10:09:59