Centered Hyperspherical and Hyperellipsoidal One-Class Support Vector Machines for Anomaly Detection in Sensor Networks

Sutharshan Rajasegarar; Christopher Leckie; James C Bezdek; Marimuthu Palaniswami

Journal article

Centered Hyperspherical and Hyperellipsoidal One-Class Support Vector Machines for Anomaly Detection in Sensor Networks

Sutharshan Rajasegarar, Christopher Leckie, James C Bezdek, Marimuthu Palaniswami

IEEE Transactions on Information Forensics and Security | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | Published : 2010

DOI: 10.1109/TIFS.2010.2051543

University of Melbourne Researchers

Christopher Leckie Author Computing and Information Systems

Jim Bezdek Author Computing and Information Systems

Marimuthu Palaniswami Author Electrical and Electronic Engineering

Grants

Funding Acknowledgements

This work was supported by ARC Research Network on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), by ARC Special Research Center for Ultra-Broadband Information Networks (CUBIN), and by the Australian Research Council (ARC).