Network Anomaly Detection: Comparison and Real-time Issues
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F12%3APU98174" target="_blank" >RIV/00216305:26230/12:PU98174 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-30633-4_15" target="_blank" >http://dx.doi.org/10.1007/978-3-642-30633-4_15</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-30633-4_15" target="_blank" >10.1007/978-3-642-30633-4_15</a>
Alternative languages
Result language
angličtina
Original language name
Network Anomaly Detection: Comparison and Real-time Issues
Original language description
This paper discusses several issues of evaluation and comparison of anomaly detection algorithms, namely lack of publicly available implementations and annotated data sets. Another problem of many methods is a detection delay caused by operating on databinned to a long time intervals. The paper presents a library under development which aims to tackle the comparison and evaluation issues. Further, the paper proposes a novel anomaly detection approach that can contribute to anomaly detection in real-time.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Dependable Networks and Services
ISBN
978-3-642-30632-7
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
118-121
Publisher name
Springer Verlag
Place of publication
Heidelberg
Event location
University of Luxembourg, Luxembourg
Event date
Jun 4, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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