Publication Details

Hardware precomputation of entropy for anomaly detection

BARTOŠ, V.; ŽÁDNÍK, M. Hardware precomputation of entropy for anomaly detection. Proceedings of the 7th ACM/IEEE Symposium on Architectures for Networking and Communications Systems. New York: IEEE Computer Society, 2011. p. 219-220. ISBN: 978-0-7695-4521-9.

Czech title

Předvýpočet entropie pomocí hardware pro detekci anomálií

Type

conference paper

Language

English

Authors

Bartoš Václav, Ing., Ph.D.
Žádník Martin, Ing., Ph.D. (DCSY)

Keywords

entropy, acceleration, network, anomaly

Abstract

This paper deals with hardware acceleration of entropy computation. Various entropies are computed from network features and their mutual combinations. The precomputation allows to offload entropy computation to metering points where it can be computed using unsampled data.

Published

2011

Pages

219–220

Proceedings

Proceedings of the 7th ACM/IEEE Symposium on Architectures for Networking and Communications Systems

ISBN

978-0-7695-4521-9

Publisher

IEEE Computer Society

Place

New York

DOI

10.1109/ANCS.2011.41

BibTeX

@inproceedings{BUT76428,
  author="Václav {Bartoš} and Martin {Žádník}",
  title="Hardware precomputation of entropy for anomaly detection",
  booktitle="Proceedings of the 7th ACM/IEEE Symposium on Architectures for Networking and Communications Systems",
  year="2011",
  pages="219--220",
  publisher="IEEE Computer Society",
  address="New York",
  doi="10.1109/ANCS.2011.41",
  isbn="978-0-7695-4521-9",
  url="https://www.fit.vut.cz/research/publication/9729/"
}