Labelled data collection for anomaly detection in wireless sensor networks

  title={Labelled data collection for anomaly detection in wireless sensor networks},
  author={Shan Suthaharan and Mohammed Y. Alzahrani and Sutharshan Rajasegarar and Christopher Leckie and Marimuthu Palaniswami},
  journal={2010 Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing},
Security of wireless sensor networks (WSN) is an important research area in computer and communications sciences. Anomaly detection is a key challenge in ensuring the security of WSN. Several anomaly detection algorithms have been proposed and validated recently using labeled datasets that are not publicly available. Our group proposed an ellipsoid-based anomaly detection algorithm but demonstrated its performance using synthetic datasets and real Intel Berkeley Research Laboratory and Grand St… CONTINUE READING
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Detecting Data Anomalies in Sensor Networks,

  • S. Rajasegarar, C. Leckie, M. Palaniswami
  • Security in Ad-hoc and Sensor Networks, World…
  • 2009
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