A New Mining and Protection Method Based on Sensitive Data
Joint Authors
Zheng, Xiaoyao
Liu, Yuqing
You, Hao
Guo, Liangmin
Zhao, Chuanxin
Source
Journal of Control Science and Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-11-25
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Electronic engineering
Information Technology and Computer Science
Abstract EN
The traditional method of sensitive data identification for data stream has a large amount of calculation and does not reflect the impact of time on the data value, and the mining accuracy is not high.
In view of the above problems we firstly adopt the sliding window mechanism to divide the data flow according to time and delay the dataset according to the characteristics of the data flow in the sliding window to achieve the purpose of saving time and space.
At the same time, threshold sensitivity analysis is used to find out the optimal threshold.
Finally, a K-anonymous algorithm based on dynamic rounding function is employed to achieve the protection of sensitive data.
Theoretical analysis and experimental results show that the algorithm can effectively mine the sensitive data in the data stream and can effectively protect the sensitive data.
American Psychological Association (APA)
Zheng, Xiaoyao& Liu, Yuqing& You, Hao& Guo, Liangmin& Zhao, Chuanxin. 2018. A New Mining and Protection Method Based on Sensitive Data. Journal of Control Science and Engineering،Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-1182893
Modern Language Association (MLA)
Zheng, Xiaoyao…[et al.]. A New Mining and Protection Method Based on Sensitive Data. Journal of Control Science and Engineering No. 2018 (2018), pp.1-7.
https://search.emarefa.net/detail/BIM-1182893
American Medical Association (AMA)
Zheng, Xiaoyao& Liu, Yuqing& You, Hao& Guo, Liangmin& Zhao, Chuanxin. A New Mining and Protection Method Based on Sensitive Data. Journal of Control Science and Engineering. 2018. Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-1182893
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1182893