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BARTOŠ, V. ŽÁDNÍK, M.
Originální název
Network Anomaly Detection: Comparison and Real-time Issues
Typ
článek ve sborníku mimo WoS a Scopus
Jazyk
angličtina
Originální abstrakt
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 data binned 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.
Klíčová slova
anomaly detection, library, flow cache
Autoři
BARTOŠ, V.; ŽÁDNÍK, M.
Rok RIV
2012
Vydáno
4. 6. 2012
Nakladatel
Springer Verlag
Místo
Heidelberg
ISBN
978-3-642-30632-7
Kniha
Dependable Networks and Services
Edice
Lecture Notes in Computer Science
Strany od
118
Strany do
121
Strany počet
4
BibTex
@inproceedings{BUT91466, author="Václav {Bartoš} and Martin {Žádník}", title="Network Anomaly Detection: Comparison and Real-time Issues", booktitle="Dependable Networks and Services", year="2012", series="Lecture Notes in Computer Science", volume="7279", pages="118--121", publisher="Springer Verlag", address="Heidelberg", doi="10.1007/978-3-642-30633-4\{_}15", isbn="978-3-642-30632-7" }