Hop-Count Monitoring: Detecting Sinkhole Attacks in Wireless Sensor Networks
Daniel Peter Dallas, Christopher A. Leckie, Kotagiri Ramamohanarao · The ... IEEE International Conference on Networks/The IEEE International Conference on Networks · 2007
We investigate the problem of defending wireless sensor networks against attacks that disrupt dynamic routing protocols. We propose a novel intrusion detection system that detects the presence of a sinkhole attack, or any attack that misleads traffic by understating the cost of an attack route. Our study shows that protocols designed to select the shortest path between two nodes will, through time, select a series of paths whose length exhibits a log-normal distribution. By deriving tolerance limits from the lognormal distribution of path lengths under normal conditions, we develop an anomaly detection scheme that detects sinkhole attacks in a computationally efficient manner. We show that our scheme can detect attacks with 96% accuracy and no false alarms using a single detection system in a simulated network.