Publication Details

Hardware precomputation of entropy for anomaly detection

BARTOŠ Václav and ŽÁDNÍK Martin. Hardware precomputation of entropy for anomaly detection. In: Proceedings of the 7th ACM/IEEE Symposium on Architectures for Networking and Communications Systems. New York: IEEE Computer Society, 2011, pp. 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. (DCSY FIT BUT)
Žádník Martin, Ing., Ph.D. (DCSY FIT BUT)
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
Conference
ACM/IEEE Symposium on Architectures for Networking and Communications Systems 2011, Brooklyn, NY, US
ISBN
978-0-7695-4521-9
Publisher
IEEE Computer Society
Place
New York, US
DOI
10.1109/ANCS.2011.41
BibTeX 
@INPROCEEDINGS{FITPUB9729,
   author = "V\'{a}clav Barto\v{s} and Martin \v{Z}\'{a}dn\'{i}k",
   title = "Hardware precomputation of entropy for anomaly detection",
   pages = "219--220",
   booktitle = "Proceedings of the 7th ACM/IEEE Symposium on Architectures for Networking and Communications Systems",
   year = 2011,
   location = "New York, US",
   publisher = "IEEE Computer Society",
   ISBN = "978-0-7695-4521-9",
   doi = "10.1109/ANCS.2011.41",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9729"
}
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