Formalization of the feature space for detection of attacks on wireless sensor networks

2017 ◽  
Author(s):  
Igor A. Zikratov ◽  
Victoria Korzhuk ◽  
Ilya Shilov ◽  
Alexey Gvozdev
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Feature Space ◽  
Wireless Sensor

Based on ETEO Pattern Abnormal Event Detection in Wireless Sensor Networks

2014 ◽  
Vol 926-930 ◽  
pp. 1886-1889
Author(s):  
Bo Tian ◽  
Dian Hong Wang ◽  
Fen Xiong Chen ◽  
Zheng Pu Zhang
Keyword(s):  
Time Series ◽  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Time Series Data ◽  
Feature Space ◽  
Real Data ◽  
Wireless Sensor ◽  
Series Data ◽  
Edge Operator ◽  
Abnormal Events

This paper presents a new algorithm for the detection of abnormal events in Wireless Sensor Networks (WSN). Abnormal events are sets of data points that correspond to interesting patterns in the underlying phenomenon that the network monitors. This algorithm is inspired from time-series data mining techniques and transforms a stream of sensor readings into an Extension Temporal Edge Operator (ETEO) of time series pattern representation, and then extracts the three eigenvalue of each sub-pattern, that is, patterns length, patterns slope and patterns mean to map time series to feature space, and finally uses local outlier factor to detect abnormal pattern in this feature space. Experiments on synthetic and real data show that the definition of pattern outlier is reasonable and this algorithm is efficient to detect outliers in WSN.

Principles of Wireless Sensor Networks

2012 ◽  
Author(s):  
Mohammad S. Obaidat ◽  
Sudip Misra
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor

Survey of Jamming Attacks and Techniques in Wireless Sensor Networks

2011 ◽  
Vol 3 (8) ◽  
pp. 270-274
Author(s):  
Prakash J Parmar ◽  
◽  
Sachin D Babar
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor ◽  
Jamming Attacks

Improved Key Selection Techniques for Wireless Sensor Networks

2012 ◽  
Vol 3 (4) ◽  
pp. 179-182
Author(s):  
R.Dhanalakshmi R.Dhanalakshmi ◽  
◽  
K.Pradeepa K.Pradeepa
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor

Determination of Adjacent Nodes for Power Efficient Wireless Sensor Networks

2014 ◽  
Vol 134 (5) ◽  
pp. 612-619 ◽  
Author(s):  
Kohei Kamimura ◽  
Hitoshi Hayashi ◽  
Takaaki Hatauchi
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor ◽  
Power Efficient
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