Inside Attacker Detection in Hierarchical Wireless Sensor Network

Anomaly detection in wireless sensor networks: A survey

“…The normal profile is produced by a training procedure. All data mining and computational intelligence-based and graph-based detection schemes are prior-knowledge free (Rajasegarar et al, 2006(Rajasegarar et al, , 2007Masud et al, 2009;Wang et al, 2009;Rahul et al, 2009;Yu and Tsai, 2008;Ngai et al, 2006Ngai et al, , 2007, as well as the most of statistical detection schemes (Zhang et al, 2008;Onat and Miri, 2005a,b;Li et al, 2008b). Classification is a typical detection technique derived from the family of data mining, in which the classifier is built upon the training procedure.…”

“…mean, variance, self-defined, etc.) (Zhang et al, 2008;Pires et al, 2004;Onat and Miri, 2005a,b;Li et al, 2008b), and statistical model (e.g. auto regression) (Curiac et al, 2007).…”

“…First, the cluster head is responsible for the data processing procedure alone (Wang et al, 2009;Su et al, 2005). Second, the cluster head and common sensor nodes cooperate to accomplish this (Palpanas et al, 2003;Subramaniam et al, 2006;Zhang et al, 2008;Rajasegarar et al, 2006Rajasegarar et al, , 2007. Third, this procedure is carried out at the base station (Masud et al, 2009;Rahul et al, 2009).…”

“…Accordingly, a detection scheme has to meet the criterion ''trust-no-node'' at any time. Based on a security foundation (Zhang et al, 2008;Curiac et al, 2007;Su et al, 2005;Ngai et al, 2006Ngai et al, , 2007Yu and Xiao, 2006;Ho et al, 2009), adding a process of data filtering (Liu et al, 2007), and employing a vote (or similar) mechanism (Liu et al, 2007;Li et al, 2008a,b;Tiwari et al, 2009;Pires et al, 2004;Ioannis et al, 2007) might be effective for directly ensuring the legitimate identity of a sensor node or diluting the bad effects caused by the unattended malicious nodes.…”

A Novel Trust and Reputation Model Based WSN Technology to Secure Border Surveillance

“…Xu et al [6] proposed the Dual Prediction Reporting (DPR) mechanism, in which the sensor nodes make intelligent decisions about whether or not to send updates of objects movement states to the base station and thus save energy. Yang et al [7] proposed an architecture which is able to track targets with random movement patterns with accuracy over a wide range of target speed. Arora et al [8] developed an experimental wireless sensor network for distributed intrusion detection but it is not autonomic.…”