On the Impact of Flow Monitoring Configuration
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14610%2F20%3A00115554" target="_blank" >RIV/00216224:14610/20:00115554 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/NOMS47738.2020.9110361" target="_blank" >http://dx.doi.org/10.1109/NOMS47738.2020.9110361</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/NOMS47738.2020.9110361" target="_blank" >10.1109/NOMS47738.2020.9110361</a>
Alternative languages
Result language
angličtina
Original language name
On the Impact of Flow Monitoring Configuration
Original language description
Flow monitoring has become an essential source of information for intrusion detection systems and various forms of network data analytics. However, the attention of researchers is focused primarily on the utilisation of the flow data, and the process of flow data creation is often neglected. This lack of consideration negatively affects the results of data analytics. Either the results are suboptimal due to the low quality of the flow data, or a description of the configuration of the flow monitoring system is missing, which leads to irreproducible results. The goal of this paper is to demonstrate how the configuration of the flow monitoring system affects the resulting data. The most basic flow monitoring configuration variables are the flow expiration timeouts. We analyse their effect on the number of created flow records to show their importance. Moreover, we demonstrate that the choice of the flow expiration timeouts can have a severe impact on the network data analytics. The use-case of Slowloris attack detection is used as an example to illustrate this fact.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/EF16_019%2F0000822" target="_blank" >EF16_019/0000822: CyberSecurity, CyberCrime and Critical Information Infrastructures Center of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2020 IEEE/IFIP Network Operations and Management Symposium (NOMS 2020)
ISBN
9781728149738
ISSN
2374-9709
e-ISSN
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Number of pages
7
Pages from-to
1-7
Publisher name
IEEE Xplore Digital Library
Place of publication
Budapešť
Event location
Budapešť
Event date
Apr 20, 2020
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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