Title :
Mathematical analysis of sensor fusion for intrusion detection systems
Author :
Thomas, Ciza ; Balakrishnan, N.
Author_Institution :
SERC, IISc
Abstract :
Fusion of multiple intrusion detection systems results in a more reliable and accurate detection for a wider class of intrusions. The paper presented here introduces the mathematical basis for sensor fusion and provides enough support for the acceptability of sensor fusion in performance enhancement of intrusion detection systems. The sensor fusion system is characterized and modeled with no knowledge of the intrusion detection systems and the intrusion detection data. The theoretical analysis is supported with an experimental illustration with three of the available intrusion detection systems using the DARPA 1999 evaluation data set.
Keywords :
mathematical analysis; security of data; sensor fusion; intrusion detection system; mathematical analysis; sensor fusion; Computer networks; Computerized monitoring; Data analysis; Detectors; Intrusion detection; Mathematical analysis; Performance loss; Power system modeling; Power system reliability; Sensor fusion; Intrusion Detection Systems; Sensor Fusion;
Conference_Titel :
Communication Systems and Networks and Workshops, 2009. COMSNETS 2009. First International
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-2912-7
Electronic_ISBN :
978-1-4244-2913-4
DOI :
10.1109/COMSNETS.2009.4808852
