Hyperspherical cluster based distributed anomaly detection in wireless sensor networks

作者: Sutharshan Rajasegarar , Christopher Leckie , Marimuthu Palaniswami

DOI: 10.1016/J.JPDC.2013.09.005

关键词:

摘要: … In this paper, we propose a distributed anomaly detection scheme using a hyperspherical clustering … Hence, we propose a distributed anomaly detection scheme that overcomes these …

参考文章(35)
Philip K. Chan, Matthew V. Mahoney, Muhammad H. Arshad, Learning Rules and Clusters for Anomaly Detection in Network Traffic Springer, Boston, MA. pp. 81- 99 ,(2005) , 10.1007/0-387-24230-9_3
Kejia Zhang, Shengfei Shi, Hong Gao, Jianzhong Li, Unsupervised Outlier Detection in Sensor Networks Using Aggregation Tree advanced data mining and applications. pp. 158- 169 ,(2007) , 10.1007/978-3-540-73871-8_16
Raymond T. Ng, Edwin M. Knorr, Algorithms for Mining Distance-Based Outliers in Large Datasets very large data bases. pp. 392- 403 ,(1998)
E Eskin, Andrew Arnold, Michael Prerau, Leonid Portnoy, Sal Stolfo, A GEOMETRIC FRAMEWORK FOR UNSUPERVISED ANOMALY DETECTION: DETECTING INTRUSIONS IN UNLABELED DATA APPLICATIONS OF DATA MINING IN COMPUTER SECURITY. pp. 0- 0 ,(2002) , 10.7916/D8D50TQT
Sutharshan Rajasegarar, James C. Bezdek, Christopher Leckie, Marimuthu Palaniswami, Elliptical anomalies in wireless sensor networks ACM Transactions on Sensor Networks. ,vol. 6, pp. 7- ,(2010) , 10.1145/1653760.1653767
Vic Barnett, Toby Lewis, Outliers in Statistical Data ,(1978)
Jeongyeup Paek, Ben Greenstein, Omprakash Gnawali, Ki-Young Jang, August Joki, Marcos Vieira, John Hicks, Deborah Estrin, Ramesh Govindan, Eddie Kohler, The Tenet architecture for tiered sensor networks ACM Transactions on Sensor Networks. ,vol. 6, pp. 34- ,(2010) , 10.1145/1777406.1777413
Bharath Sundararaman, Ugo Buy, Ajay D. Kshemkalyani, Clock synchronization for wireless sensor networks: a survey ad hoc networks. ,vol. 3, pp. 281- 323 ,(2005) , 10.1016/J.ADHOC.2005.01.002
Jiong Jin, Jayavardhana Gubbi, Tie Luo, Marimuthu Palaniswami, Network architecture and QoS issues in the internet of things for a smart city international symposium on communications and information technologies. pp. 956- 961 ,(2012) , 10.1109/ISCIT.2012.6381043
S BANDYOPADHYAY, C GIANNELLA, U MAULIK, H KARGUPTA, K LIU, S DATTA, Clustering distributed data streams in peer-to-peer environments Information Sciences. ,vol. 176, pp. 1952- 1985 ,(2006) , 10.1016/J.INS.2005.11.007