Research Article
Outlier Detection and Treatment for Lightweight Mobile Ad Hoc Networks
@INPROCEEDINGS{10.1007/978-3-642-37949-9_65, author={Adarsh Kumar and Krishna Gopal and Alok Aggarwal}, title={Outlier Detection and Treatment for Lightweight Mobile Ad Hoc Networks}, proceedings={Quality, Reliability, Security and Robustness in Heterogeneous Networks. 9th International Conference, QShine 2013, Greader Noida, India, January 11-12, 2013, Revised Selected Papers}, proceedings_a={QSHINE}, year={2013}, month={7}, keywords={lightweight outlier anomalies security key management MANET}, doi={10.1007/978-3-642-37949-9_65} }- Adarsh Kumar
Krishna Gopal
Alok Aggarwal
Year: 2013
Outlier Detection and Treatment for Lightweight Mobile Ad Hoc Networks
QSHINE
Springer
DOI: 10.1007/978-3-642-37949-9_65
Abstract
This work is to detect and prevent unprecedented data identified from lightweight resource constraint mobile sensor devices. In this work, event or error detection technique of Traag et. al., local-global outlier algorithm of Branch et. al., Teo and Tan’s protocol of group key management and Cerpa et. al protocol of Frisbee construction are integrated and modified for lightweight resource constraint devices [20][22]-[24]. The proposed technique in this work is better than other techniques because of: (a) scalability, (b) optimization of resources, (c) energy efficient and (d) secure in terms of collision resistant, compression, backward and forward secrecy. The deviations in modified form of proposed mechanism are corrected using virtual programmable nodes and results show that proposed scheme work with zero probability of error and attack.
