Alat za klasifikaciju i vizualizaciju mrežnog prometa na temelju karakteristika IP zaglavlja

master's thesis

• Title (english): Tool for Classification and Visualization of Network Traffic Based on IP Header Characteristics
• Author: Petar Bubica
• Mentor: Ivica Botički (mentor)
• Committee member: Ivica Botički (predsjednik povjerenstva)
• Committee member: Tomislav Jagušt (član povjerenstva)
• Committee member: Danijel Mlinarić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2022-07-14, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

S obzirom na to da se danas sav mrežni promet prati, ali otežano, potreba je za alatima koji će klasificirati i potom vizualizirati taj promet. Za izradu su se koristili brojni razvojni alati, nekih od kojih su platforma Matison DPI Probe, skup biblioteka R&S PACE2 i grafička biblioteka Tkinter. Izrađen je klasifikacijski alat koji koristi navedeni skup biblioteka te se ugrađuje kao modul u navedenu platformu da bi obrađivao internetski promet te slao rezultate obrade vizualizacijskom alatu koji će te rezultate prikazati uživo u tabličnom formatu.

Abstract (english)

Considering that, today, all internet traffic is being monitored, although with difficulties, there is a need for tools which will classify and visualize such traffic. Various development tools have been used, such as the Matison DPI Probe platform, the R&S PACE2 engine and the graphical library Tkinter. A classification tool was built which uses the aforementioned classification engine and is integrated as a module in the aforementioned platform with the task of processing network traffic and sending the results to a visualization tool which will display a live feed of those results in a tabular format.

• Keywords: klasifikacija mrežnog prometa; vizualizacija mrežnog prometa; dubinska inspekcija paketa; ip promet; mrežni promet; internetski promet; analiza mrežnog prometa; dpdk
• Keywords (english): network traffic classification; network traffic visualization; deep packet inspection; ip traffic; network traffic; internet traffic; network traffic analysis; dpdk
• Language: croatian
• URN:NBN: urn:nbn:hr:168:522376
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-13 14:38:24