An Authenticated Trust and Reputation Calculation and Management System for Cloud and Sensor Networks Integration
- 27 October 2014
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Information Forensics and Security
- Vol. 10 (1) , 118-131
Abstract
Induced by incorporating the powerful data storage and data processing abilities of cloud computing (CC) as well as ubiquitous data gathering capability of wireless sensor networks (WSNs), CC-WSN integration received a lot of attention from both academia and industry. However, authentication as well as trust and reputation calculation and management of cloud service providers (CSPs) and sensor network providers (SNPs) are two very critical and barely explored issues for this new paradigm. To fill the gap, this paper proposes a novel authenticated trust and reputation calculation and management (ATRCM) system for CC-WSN integration. Considering the authenticity of CSP and SNP, the attribute requirement of cloud service user (CSU) and CSP, the cost, trust, and reputation of the service of CSP and SNP, the proposed ATRCM system achieves the following three functions: 1) authenticating CSP and SNP to avoid malicious impersonation attacks; 2) calculating and managing trust and reputation regarding the service of CSP and SNP; and 3) helping CSU choose desirable CSP and assisting CSP in selecting appropriate SNP. Detailed analysis and design as well as further functionality evaluation results are presented to demonstrate the effectiveness of ATRCM, followed with system security analysis.Keywords
Funding Information
- Four-Year Doctoral Fellowship Through The University of British Columbia, Vancouver, BC, Canada
- Natural Sciences and Engineering Research Council of Canada
- Institute for Computing, Information, and Cognitive Systems/TELUS People and Planet Friendly Home Initiative through The University of British Columbia, Vancouver, BC, Canada, TELUS, and other industry partners
This publication has 40 references indexed in Scilit:
- Multi-Dimensional Password Generation Technique for Accessing Cloud ServicesInternational Journal on Cloud Computing: Services and Architecture, 2012
- Multi-dimensional evidence-based trust management with multi-trusted pathsFuture Generation Computer Systems, 2010
- Cloud computing: state-of-the-art and research challengesJournal of Internet Services and Applications, 2010
- A survey of attack and defense techniques for reputation systemsACM Computing Surveys, 2009
- Towards a trust aware cognitive radio architectureACM SIGMOBILE Mobile Computing and Communications Review, 2009
- Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utilityFuture Generation Computer Systems, 2009
- Underground coal mine monitoring with wireless sensor networksACM Transactions on Sensor Networks, 2009
- Reputation-based framework for high integrity sensor networksACM Transactions on Sensor Networks, 2008
- Wireless sensor networks: a surveyComputer Networks, 2002
- On the security of public key protocolsIEEE Transactions on Information Theory, 1983