Publication detail

Network Anomaly Detection: Comparison and Real-time Issues

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"
}