Toward Stream-Based IP Flow Analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14610%2F17%3A00094364" target="_blank" >RIV/00216224:14610/17:00094364 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/7981527/" target="_blank" >https://ieeexplore.ieee.org/document/7981527/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/MCOM.2017.1600972" target="_blank" >10.1109/MCOM.2017.1600972</a>
Alternative languages
Result language
angličtina
Original language name
Toward Stream-Based IP Flow Analysis
Original language description
Analyzing IP flows is an essential part of traffic measurement for cyber security. Based on information from IP flows, it is possible to discover the majority of concurrent cyber threats in highspeed, large-scale networks. Some major prevailing challenges for IP flow analysis include, but are not limited to, analysis over a large volume of IP flows, scalability issues, and detecting cyber threats in real time. In this article, we discuss the transformation of present IP flow analysis into a stream-based approach to face current challenges in IP flow analysis. We examine the possible positive and negative impacts of the transformation and present examples of real-world applications, along with our recommendations. Our ongoing results show that stream-based IP flow analysis successfully meets the above-mentioned challenges and is suitable for achieving real-time network security analysis and situational awareness.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
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/TA04010062" target="_blank" >TA04010062: Technology for processing and analysis of network data in big data concept</a><br>
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
Name of the periodical
IEEE Communications Magazine
ISSN
0163-6804
e-ISSN
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Volume of the periodical
55
Issue of the periodical within the volume
7
Country of publishing house
US - UNITED STATES
Number of pages
7
Pages from-to
70-76
UT code for WoS article
000405724800011
EID of the result in the Scopus database
2-s2.0-85028385478