Detail publikačního výsledku

Network Anomaly Detection: Comparison and Real-time Issues

BARTOŠ, V.; ŽÁDNÍK, M.

Originální název

Network Anomaly Detection: Comparison and Real-time Issues

Anglický název

Network Anomaly Detection: Comparison and Real-time Issues

Druh

Stať ve sborníku mimo WoS a Scopus

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.

Anglický 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

Klíčová slova v angličtině

anomaly detection, library, flow cache

Autoři

BARTOŠ, V.; ŽÁDNÍK, M.

Rok RIV

2013

Vydáno

04.06.2012

Nakladatel

Springer Verlag

Místo

Heidelberg

ISBN

978-3-642-30632-7

Kniha

Dependable Networks and Services

Edice

Lecture Notes in Computer Science

Svazek

7279

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"
}