Title :
Smart integration of cloud computing and MCMC based secured WSN to monitor environment
Author :
Ahmed, Md Raju ; Hongyan Cui ; Xu Huang
Author_Institution :
Sch. of Inf. Technol. & Eng., Univ. of Canberra, Canberra, ACT, Australia
Abstract :
Wireless Sensor Network (WSN) is a low cost and multifunctional emerging technology. Its application ranges from military, health sector, environmental monitoring and industrial application. The maximum benefit of recent technology development can be achieved by integration internet (Cloud Computing) and secured real time data collection platform (secured-WSNs). In order to ensure its functionality especially in malicious environments, security mechanisms are essential in WSNs. Malicious or internal attacker has gained prominence and poses the most challenging attacks to WSN. So, for complete security internal attacks need to be handled. In this paper we proposed content-based publish/subscribe (pub/sub) broker model on the Cloud that integrates WSNs to Cloud efficiently and effectively. To secure WSNs we have proposed a new approach for detecting internal attack by using Markov Chain Monte Carlo (MCMC). It is an efficient real time algorithm. It is good for sensor network as it operates with no or incomplete classification information. Our result shows the output of the internal attacker evaluation.
Keywords :
Markov processes; Monte Carlo methods; cloud computing; computer network security; environmental factors; message passing; middleware; real-time systems; wireless sensor networks; Internet; MCMC based secured WSN; Markov Chain Monte Carlo method; cloud computing; content-based publish-subscribe broker model; environmental monitoring; health sector; industrial application; internal attacker evaluation; malicious attacker; military application; multifunctional emerging technology; pub-sub broker model; real time data collection platform; security internal attacks; smart integration; Cloud computing; Markov processes; Monitoring; Monte Carlo methods; Peer-to-peer computing; Security; Wireless sensor networks; Cloud computing; Markov Chain Monte Carlo; Security; Wireless Sensor Network (WSN); internal attacks; publish/subscribe broker model;
Conference_Titel :
Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE), 2014 4th International Conference on
Conference_Location :
Aalborg
Print_ISBN :
978-1-4799-4626-6
DOI :
10.1109/VITAE.2014.6934449