Privacy Preserved Self-Awareness on the Community via Crowd Sensing
Joint Authors
Fan, Huiting
Xing, Kai
Tan, Lei
Rui, Weikang
Xu, Zhonghu
Zhang, Shuo
Xu, Jing
Source
Security and Communication Networks
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-06-14
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Abstract EN
In social activities, people are interested in some statistical data, such as purchase records, monthly consumption, and health data, which are usually utilized in recommendation systems.
And it is seductive for them to acquire the ranking of these data among friends or other communities.
In the meantime, they want their privacy data to be confidential.
Therefore, a strategy is presented to allow users to obtain the result of calculating their privacy data while preserving these data.
In this method, firstly a polynomial approximation function model is set up for each user.
Afterwards, “fragment” the coefficients of each model into pieces.
Eventually “blend” all scraps to build the global model of all users.
Users can use the global model to gain their corresponding ranking results after a special computing.
Security analyses of three aspects elaborate the validity of proposed privacy method, even if some spiteful attackers try to steal private data of users, no matter who they are (users or someone outside the community).
Experiments results manifest that the global model competently fits all users data and all privacy data are protected.
American Psychological Association (APA)
Fan, Huiting& Xing, Kai& Tan, Lei& Rui, Weikang& Xu, Zhonghu& Zhang, Shuo…[et al.]. 2017. Privacy Preserved Self-Awareness on the Community via Crowd Sensing. Security and Communication Networks،Vol. 2017, no. 2017, pp.1-8.
https://search.emarefa.net/detail/BIM-1203162
Modern Language Association (MLA)
Fan, Huiting…[et al.]. Privacy Preserved Self-Awareness on the Community via Crowd Sensing. Security and Communication Networks No. 2017 (2017), pp.1-8.
https://search.emarefa.net/detail/BIM-1203162
American Medical Association (AMA)
Fan, Huiting& Xing, Kai& Tan, Lei& Rui, Weikang& Xu, Zhonghu& Zhang, Shuo…[et al.]. Privacy Preserved Self-Awareness on the Community via Crowd Sensing. Security and Communication Networks. 2017. Vol. 2017, no. 2017, pp.1-8.
https://search.emarefa.net/detail/BIM-1203162
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1203162