DocumentCode
1979202
Title
An open hardware implementation of CUSUM based network anomaly detection
Author
Antichi, Gianni ; Callegari, Christian ; Giordano, Stefano
Author_Institution
Dept. of Inf. Eng., Univ. of Pisa, Pisa, Italy
fYear
2012
fDate
3-7 Dec. 2012
Firstpage
2760
Lastpage
2765
Abstract
The detection of anomalies in backbone networks is posing serious performance issues, not only in terms of accuracy, but also in terms of detection speed. Indeed current software solutions to the problem, even promising from the point of view of detection and false alarm rates, suffer from the inability of performing the required operations in real time, when working in high speed backbone networks. On the other hand, hardware solutions are based on costly and inflexible niche systems.
Keywords
Internet; computer network security; field programmable gate arrays; CUSUM based network anomaly detection; Internet; NetFPGA; detection speed; false alarm rate; hardware solution; high speed backbone network; open hardware implementation; software solution;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Communications Conference (GLOBECOM), 2012 IEEE
Conference_Location
Anaheim, CA
ISSN
1930-529X
Print_ISBN
978-1-4673-0920-2
Electronic_ISBN
1930-529X
Type
conf
DOI
10.1109/GLOCOM.2012.6503534
Filename
6503534
Link To Document