DocumentCode :
3589500
Title :
An user behavior credibility authentication model in cloud computing environment
Author :
Xin Lu ; Yue Xu
Author_Institution :
Sch. of Inf. & Software Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fYear :
2014
Firstpage :
271
Lastpage :
275
Abstract :
To address the issue of credibility authentication of user behaviors in the cloud computing environment, this paper proposes a user behavior credibility authentication model built on the characteristic-based random Petri network to assess the behavior contract credibility of the users accessing the cloud service resources. This model first makes dimensional normalization of the behavioral residue data of the users and uses the decision tree ID3 algorithm to characterize the behavioral residue data of the users to check such data against the behavior authentication sets, so as to determine the credibility of the compliance of the user behaviors with the contract. User behaviors are dynamic and random, so this paper proposes the status deduction function of the random Petri network to analyze the credibility of the compliance of user behaviors with the contract. Then the credible degree is calculated to make quantitative assessment of the user behaviors´ credibility. The simulation experiments indicate that this model is able to reliably assess user behaviors´ credibility in the cloud computing environment and is a certain improvement in terms of accuracy and efficiency of credibility authentication compared with the traditional models.
Keywords :
Petri nets; cloud computing; decision trees; security of data; ID3 algorithm; behavior contract credibility; behavioral residue data dimensional normalization; characteristic-based random Petri network; cloud computing environment; cloud service resources; credible degree; decision tree; status deduction function; user behavior credibility authentication model; user behaviors compliance credibility; Authentication; Cloud computing; Computational modeling; Contracts; Data models; Decision trees; cloud computing; random Petri network; user behavior authentication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology and Electronic Commerce (ICITEC), 2014 2nd International Conference on
Print_ISBN :
978-1-4799-5298-4
Type :
conf
DOI :
10.1109/ICITEC.2014.7105617
Filename :
7105617
Link To Document :
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