Model of Trust Monitoring and Updating Based on Dynamic Weighted Allocation

Author(s): Bin Hu, Yuemin Wu, Min Sun, Zheng Bang Liu, Lin Zhang, Jia-Xing Yan, Shan Huang, Shu-Xin Zhu*

Journal Name: Recent Advances in Electrical & Electronic Engineering
Formerly Recent Patents on Electrical & Electronic Engineering

Volume 12 , Issue 1 , 2019


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Graphical Abstract:


Abstract:

Backgrounds: In order to guarantee safe and efficient operation interaction in open network environment, a new dynamic trust monitoring and updating model based on behavior context is proposed in this paper.

Methods: Setting four behavior attributes such as security, availability, reliability and performance. Then utilizing the fuzzy clustering and information entropy mathematical methods to carry out the effective synthesis on such attributes.

Conclusion: The effectiveness and efficiency of the schema are verified by simulation.

Keywords: Behavior attribute, fuzzy clustering, information entropy, dynamic trust, dynamic weighted allocation, trust monitoring.

[1]
B. Khosravifar, J. Bentahar, and M. Gomrokchi, Declarative and numerical analysis of edge creation process in trust-based social networks., Springer-Verlag Berlin Heidelberg, 2010, pp. 137-157.
[2]
M.S. Blaze, I. Kannan, O. Lee, J.M. Sokolsky, A.D. Smith, and W.L. Keromytis, "Dynamic Trust Management", IEEE J. Magazines, vol. 42, pp. 44-52, 2009.
[3]
Y.X. Sun, S.H. Huang, and L.J. Chen, "Bayesian decision-making based recommendation trust revision model in Ad Hoc networks", J. Softw., vol. 20, pp. 2574-2586, 2009.
[4]
S.R. Yan, X.L. Zheng, and D.R. Chen, "User-centric trust and reputation model for personal and trusted service selection", Int. J. Intell. Syst., vol. 26, pp. 687-717, 2011.
[5]
L. Jiang, J. Xu, and K. Zhang, A new evidential trust model for open distributed systems., Expert Syst. Applicat, 2012, pp. 3772-3782.
[6]
R. Wei, L. Min, and Y. Yu, "DRT: A dynamical and robust trust model for software service in cloud computing", J. Chin. Comput. Syst., vol. 33, pp. 679-683, 2012.
[7]
L. Dao-Feng, "Y.Y.-Xian, G. L.-Ze and S. Bin, “Study on dynamic trust metric of trusted network based on state and behavior associated", J. Commun., vol. 31, pp. 12-19, 2010.
[8]
Z.R.-Lian, "W.X.-Nian, Z.S.-Yua and D.X.-She, “A Trust model based on behaviors risk evaluation", Chin. J. Comput., vol. 32, pp. 688-698, 2009.
[9]
H. H.-Sheng and W.R.-Chuan, "Subjective trust evaluation model based on membership cloud theory", J. Commun., vol. 29, pp. 13-19, 2008.
[10]
M. Bin, and X.X.-Zhong, “Cloud trust model for wireless sensor networks”, Comput. Sci., vol. 37, pp. 128-131, 2010.
[11]
L. X.-Yong, "G.X.-Lin, M. Qian and L. D.-Qi, “Adaptive dynamic trust measurement and prediction model based on behavior Monitoring", Chin. J. Comput., vol. 32, pp. 664-674, 2009.
[12]
L. Feng, "S.L.-Min, S.Y.-Li and M.Y.-Feng, “A trust forecasting model based on entity context and time stamp", J. Electron. Inform. Technol., vol. 33, pp. 1217-1223, 2011.
[13]
S. Kun, and L. Fei, "M.N.-Xiong and L.Z.-Tian, “Normal distribution based dynamical recommendation trust model", J. Softw., vol. 23, pp. 3130-3148, 2012.


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Article Details

VOLUME: 12
ISSUE: 1
Year: 2019
Published on: 10 January, 2019
Page: [79 - 85]
Pages: 7
DOI: 10.2174/2352096511666180522083726
Price: $25

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