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
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;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-0920-2
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2012.6503534