Title :
Anomaly detection based on performance data
Author :
Gokhale, Swapna S. ; Lu, Jijun
Author_Institution :
Dept. of Comput. Sci. & Eng., Connecticut Univ., Storrs, CT, USA
Abstract :
In this research, we demonstrate the feasibility of using application performance data for the purpose of anomaly detection. Specifically, we use the signaling performance of a voice-over-IP (VoIP) infrastructure for the purpose of illustration. We also develop an approach to use the χ2 test statistic for anomaly detection based on application performance data.
Keywords :
Internet telephony; security of data; telecommunication security; telecommunication traffic; VoIP infrastructure; anomaly detection; performance data; signaling performance; voice-over-IP; Application software; Computer science; Data mining; Databases; File servers; Intrusion detection; Scattering; Software libraries; Telecommunication traffic; Web server;
Conference_Titel :
Information Assurance Workshop, 2005. IAW '05. Proceedings from the Sixth Annual IEEE SMC
Print_ISBN :
0-7803-9290-6
DOI :
10.1109/IAW.2005.1495993
