Smart integration of cloud computing and MCMC based secured WSN to monitor environment

Muhammad Ahmed, Hongyan Cui, Xu HUANG

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)

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.
Original languageEnglish
Title of host publicationProceedinsg of the 2014 4th International Conference on Wireless Communications, Vehicular Technology, INformation Theory and Aerospace & Electronic Systems (VITAE)
EditorsRamjee Prasad, Guo Jun
Place of PublicationAalborg, Denmark
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages1-5
Number of pages5
Volume1
ISBN (Electronic)9781479946266
ISBN (Print)9788793102880
DOIs
Publication statusPublished - 2014
EventWireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE), 2014 4th International Conference on - Aalborg, Aalborg, Denmark
Duration: 11 May 201414 May 2014

Publication series

Name2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit

Conference

ConferenceWireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE), 2014 4th International Conference on
CountryDenmark
CityAalborg
Period11/05/1414/05/14

Fingerprint

Cloud computing
Markov processes
Wireless sensor networks
Sensor networks
Industrial applications
Health
Internet
Monitoring
Costs

Cite this

Ahmed, M., Cui, H., & HUANG, X. (2014). Smart integration of cloud computing and MCMC based secured WSN to monitor environment. In R. Prasad, & G. Jun (Eds.), Proceedinsg of the 2014 4th International Conference on Wireless Communications, Vehicular Technology, INformation Theory and Aerospace & Electronic Systems (VITAE) (Vol. 1, pp. 1-5). [6934449] (2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit). Aalborg, Denmark: IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/VITAE.2014.6934449
Ahmed, Muhammad ; Cui, Hongyan ; HUANG, Xu. / Smart integration of cloud computing and MCMC based secured WSN to monitor environment. Proceedinsg of the 2014 4th International Conference on Wireless Communications, Vehicular Technology, INformation Theory and Aerospace & Electronic Systems (VITAE). editor / Ramjee Prasad ; Guo Jun. Vol. 1 Aalborg, Denmark : IEEE, Institute of Electrical and Electronics Engineers, 2014. pp. 1-5 (2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit).
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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.",
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Ahmed, M, Cui, H & HUANG, X 2014, Smart integration of cloud computing and MCMC based secured WSN to monitor environment. in R Prasad & G Jun (eds), Proceedinsg of the 2014 4th International Conference on Wireless Communications, Vehicular Technology, INformation Theory and Aerospace & Electronic Systems (VITAE). vol. 1, 6934449, 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit, IEEE, Institute of Electrical and Electronics Engineers, Aalborg, Denmark, pp. 1-5, Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE), 2014 4th International Conference on, Aalborg, Denmark, 11/05/14. https://doi.org/10.1109/VITAE.2014.6934449

Smart integration of cloud computing and MCMC based secured WSN to monitor environment. / Ahmed, Muhammad; Cui, Hongyan; HUANG, Xu.

Proceedinsg of the 2014 4th International Conference on Wireless Communications, Vehicular Technology, INformation Theory and Aerospace & Electronic Systems (VITAE). ed. / Ramjee Prasad; Guo Jun. Vol. 1 Aalborg, Denmark : IEEE, Institute of Electrical and Electronics Engineers, 2014. p. 1-5 6934449 (2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit).

Research output: A Conference proceeding or a Chapter in BookConference contribution

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PB - IEEE, Institute of Electrical and Electronics Engineers

CY - Aalborg, Denmark

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Ahmed M, Cui H, HUANG X. Smart integration of cloud computing and MCMC based secured WSN to monitor environment. In Prasad R, Jun G, editors, Proceedinsg of the 2014 4th International Conference on Wireless Communications, Vehicular Technology, INformation Theory and Aerospace & Electronic Systems (VITAE). Vol. 1. Aalborg, Denmark: IEEE, Institute of Electrical and Electronics Engineers. 2014. p. 1-5. 6934449. (2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit). https://doi.org/10.1109/VITAE.2014.6934449