Conference paper

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.
Publication language:english
Original title:Hardware precomputation of entropy for anomaly detection
Title (cs):Předvýpočet entropie pomocí hardware pro detekci anomálií
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
Place:New York, US
Year:2011
ISBN:978-0-7695-4521-9
Publisher:IEEE Computer Society
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Keywords
entropy, acceleration, network, anomaly
Annotation
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.
BibTeX:
@INPROCEEDINGS{
   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},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=9729}
}

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