Cloud service evaluation model based on trust and privacy-aware

被引:18
|
作者
Wang, Yubiao [1 ]
Wen, Junhao [2 ]
Wang, Xibin [1 ]
Zhou, Wei [1 ]
机构
[1] Chongqing Univ, Sch Comp Sci, Chongqing 400030, Peoples R China
[2] Chongqing Univ, Sch Software Engn, Chongqing 400030, Peoples R China
来源
OPTIK | 2017年 / 134卷
基金
美国国家科学基金会;
关键词
Cloud service; Trust; Privacy-aware; Evaluation model;
D O I
10.1016/j.ijleo.2017.01.044
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In order to select an efficient cloud service, it can be trust and meet the user's privacy protection requirements. This paper proposes a cloud service evaluation model based on trust and privacy-aware. The model introduces the time decay factor to solve the problem that the trust dynamic change over time, taking into account different transaction amount given different weights, it designs the direct trust calculation method based on service attributes and combining weights, reflecting the direct trust timeliness, rationality. In order to protect the privacy of the feedback node, a data protection method based on normal cloud model to data privacy protection, at the same time, the introduction of customer satisfaction, decay time, transaction amount, penalty factor for dynamic trust updates, so the trust value is more accurate. Simulation results show that the cloud service evaluation model can not only adapt to the dynamic changes in the environment, but also to ensure that the actual quality of service, fraud and malicious evaluation of malicious entities have a certain ability to resist. (C) 2017 Elsevier GmbH. All rights reserved.
引用
收藏
页码:269 / 279
页数:11
相关论文
共 50 条
  • [1] Privacy-Aware Personal Information Discovery Model based on the cloud
    da Costa, Thiago Moreira
    Martin, Herve
    Agoulmine, Nazim
    LANOMS 2015 8TH LATIN AMERICAN NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, 2015, : 35 - 40
  • [2] Privacy-Aware Trust Negotiation
    Rios, Ruben
    Fernandez-Gago, Carmen
    Lopez, Javier
    SECURITY AND TRUST MANAGEMENT, STM 2016, 2016, 9871 : 98 - 105
  • [3] Privacy-aware access control with trust management in web service
    Li, Min
    Sun, Xiaoxun
    Wang, Hua
    Zhang, Yanchun
    Zhang, Ji
    WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2011, 14 (04): : 407 - 430
  • [4] Privacy-aware access control with trust management in web service
    Min Li
    Xiaoxun Sun
    Hua Wang
    Yanchun Zhang
    Ji Zhang
    World Wide Web, 2011, 14 : 407 - 430
  • [5] Privacy-aware cloud service composition based on QoS optimization in Internet of Things
    Asghari, Parvaneh
    Rahmani, Amir Masoud
    Javadi, Hamid Haj Seyyed
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 13 (11) : 5295 - 5320
  • [6] PRECISE: Privacy-Aware Recommender Based on Context Information for Cloud Service Environments
    Huertas Celdran, Alberto
    Gil Perez, Manuel
    Garcia Clemente, Felix J.
    Martinez Perez, Gregorio
    IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (08) : 90 - 96
  • [7] Privacy-aware cloud service composition based on QoS optimization in Internet of Things
    Parvaneh Asghari
    Amir Masoud Rahmani
    Hamid Haj Seyyed Javadi
    Journal of Ambient Intelligence and Humanized Computing, 2022, 13 : 5295 - 5320
  • [8] Privacy as a Service: Privacy-Aware Data Storage and Processing in Cloud Computing Architectures
    Itani, Wassim
    Kayssi, Ayman
    Chehab, Ali
    EIGHTH IEEE INTERNATIONAL CONFERENCE ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, PROCEEDINGS, 2009, : 711 - 716
  • [9] Modelling privacy-aware trust negotiations
    Rios, Ruben
    Fernandez-Gago, Carmen
    Lopez, Javier
    COMPUTERS & SECURITY, 2018, 77 : 773 - 789
  • [10] Privacy-aware service integration
    Parrend, Pierre
    Frenot, Stephane
    Hoehn, Sebastian
    2007 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE SERVICES, 2007, : 397 - +