Machine Learning
Denial of Service in Sensor Networks
Computer
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
The sybil attack in sensor networks: analysis & defenses
Proceedings of the 3rd international symposium on Information processing in sensor networks
Decentralized intrusion detection in wireless sensor networks
Proceedings of the 1st ACM international workshop on Quality of service & security in wireless and mobile networks
Practical Broadcast Authentication in Sensor Networks
MOBIQUITOUS '05 Proceedings of the The Second Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services
Intrusion Detection Techniques in Wireless Ad Hoc Networks
COMPSAC '06 Proceedings of the 30th Annual International Computer Software and Applications Conference - Volume 02
Energy Efficiency of Intrusion Detection Systems in Wireless Sensor Networks
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Ad Hoc & Sensor Networks: Theory And Applications
Ad Hoc & Sensor Networks: Theory And Applications
A survey on wireless multimedia sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
A Framework for Identifying Compromised Nodes in Wireless Sensor Networks
ACM Transactions on Information and System Security (TISSEC)
Malicious node detection in wireless sensor networks using weighted trust evaluation
Proceedings of the 2008 Spring simulation multiconference
Group-based intrusion detection system in wireless sensor networks
Computer Communications
Launching a Sinkhole Attack in Wireless Sensor Networks; The Intruder Side
WIMOB '08 Proceedings of the 2008 IEEE International Conference on Wireless & Mobile Computing, Networking & Communication
ICYCS '08 Proceedings of the 2008 The 9th International Conference for Young Computer Scientists
Intrusion detection of sinkhole attacks in wireless sensor networks
ALGOSENSORS'07 Proceedings of the 3rd international conference on Algorithmic aspects of wireless sensor networks
Hybrid intrusion detection system for wireless sensor networks
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
An anomaly detection algorithm for detecting attacks in wireless sensor networks
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Anomaly detection in wireless sensor networks
IEEE Wireless Communications
IEEE Communications Magazine
International Journal of Ad Hoc and Ubiquitous Computing
A new authenticated group key transfer protocol for actual network environment
International Journal of Ad Hoc and Ubiquitous Computing
Selective secure error correction on SPIHT coefficients for pervasive wireless visual network
International Journal of Ad Hoc and Ubiquitous Computing
A novel intrusion detection framework for wireless sensor networks
Personal and Ubiquitous Computing
International Journal of Ad Hoc and Ubiquitous Computing
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Wireless Sensor Networks (WSNs) are vulnerable to various kinds of security threats that can degrade the performance of the network and may cause the sensors to send wrong information to the sink. Key management, authentication and secure routing protocols cannot guarantee the required security for WSNs. Intrusion Detection System (IDS) provides a solution to this problem by analysing the network in order to detect abnormal behaviour of the sensor node(s). Researchers have proposed various approaches for detecting intrusions in WSNs during the past few years. In this survey, we classify these approaches into three categories and discuss them in detail.