Making Flow-Based Security Detection Parallel
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F63839172%3A_____%2F17%3A10132897" target="_blank" >RIV/63839172:_____/17:10132897 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21240/17:00312433
Result on the web
<a href="https://link.springer.com/chapter/10.1007%2F978-3-319-60774-0_1" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-319-60774-0_1</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-60774-0_1" target="_blank" >10.1007/978-3-319-60774-0_1</a>
Alternative languages
Result language
angličtina
Original language name
Making Flow-Based Security Detection Parallel
Original language description
Flow based monitoring is currently a standard approach suitable for large networks of ISP size. The main advantage of flow processing is a smaller amount of data due to aggregation. There are many reasons (such as huge volume of transferred data, attacks represented by many flow records) to develop scalable systems that can process flow data in parallel. This paper deals with splitting a stream of flow data in order to perform parallel anomaly detection on distributed computational nodes. Flow data distribution is focused not only on uniformity but mainly on successful detection. The results of an experimental analysis show that the proposed approach does not break important semantic relations between individual flow records and therefore it preserves detection results. All experiments were performed using real data traces from Czech National Education and Research Network.
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
10200 - Computer and information sciences
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Security of Networks and Services in an All-Connected World
ISBN
978-3-319-60773-3
ISSN
0302-9743
e-ISSN
neuvedeno
Number of pages
13
Pages from-to
3-15
Publisher name
Springer
Place of publication
Švýcarsko
Event location
Zurich
Event date
Jul 10, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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