A survey on wireless sensor networks deployment
WSEAS TRANSACTIONS on COMMUNICATIONS
On Optimal Placement of the Monitoring Devices on Channels of Communication Network
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
Elliptical anomalies in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
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SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
IEEE Transactions on Information Forensics and Security
Anomaly detection using self-organizing map and wavelets in wireless sensor networks
ACS'10 Proceedings of the 10th WSEAS international conference on Applied computer science
Anomaly detection in wireless sensor networks using self-organizing map and wavelets
ACS'10 Proceedings of the 10th WSEAS international conference on Applied computer science
Anomaly detection in wireless sensor networks: A survey
Journal of Network and Computer Applications
Delay optimal event detection on ad hoc wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
A survey of Intrusion Detection Systems for Wireless Sensor Networks
International Journal of Ad Hoc and Ubiquitous Computing
Flooding attack in energy harvesting wireless sensor networks
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
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Journal of Network and Systems Management
A novel intrusion detection framework for wireless sensor networks
Personal and Ubiquitous Computing
Hyperspherical cluster based distributed anomaly detection in wireless sensor networks
Journal of Parallel and Distributed Computing
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Anomaly detection in wireless sensor networks is an important challenge for tasks such as fault diagnosis, intrusion detection, and monitoring applications. The algorithms developed for anomaly detection have to consider the inherent limitations of sensor networks in their design so that the energy consumption in sensor nodes is minimized and the lifetime of the network is maximized. In this survey article we analyze the state of the art in anomaly detection techniques for wireless sensor networks and discuss some open issues for research.