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BARTOŠ, V. ŽÁDNÍK, M.
Original Title
Network Anomaly Detection: Comparison and Real-time Issues
Type
article in a collection out of WoS and Scopus
Language
English
Original Abstract
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.
Keywords
anomaly detection, library, flow cache
Authors
BARTOŠ, V.; ŽÁDNÍK, M.
RIV year
2012
Released
4. 6. 2012
Publisher
Springer Verlag
Location
Heidelberg
ISBN
978-3-642-30632-7
Book
Dependable Networks and Services
Edition
Lecture Notes in Computer Science
Pages from
118
Pages to
121
Pages count
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" }