A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds

被引:8
|
作者
Fatima, Mehvish [1 ]
Nisar, Muhammad Wasif [1 ]
Rashid, Junaid [2 ]
Kim, Jungeun [2 ]
Kamran, Muhammad [3 ]
Hussain, Amir [4 ]
机构
[1] COMSATS Univ Islamabad, Dept Comp Sci, Wah Campus, Islamabad 47040, Pakistan
[2] Kongju Natl Univ, Dept Comp Sci & Engn, Cheonan 31080, South Korea
[3] Univ Jeddah, Coll Comp Sci & Engn, Dept Cyber Secur, Jeddah 21959, Saudi Arabia
[4] Edinburgh Napier Univ, Ctr AI & Data Sci, Edinburgh EH11 4DY, Midlothian, Scotland
关键词
cloud environment; secure signature; data usability; minimum distortion; robust finger-printing;
D O I
10.3390/s21227647
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
With the emerging growth of digital data in information systems, technology faces the challenge of knowledge prevention, ownership rights protection, security, and privacy measurement of valuable and sensitive data. On-demand availability of various data as services in a shared and automated environment has become a reality with the advent of cloud computing. The digital fingerprinting technique has been adopted as an effective solution to protect the copyright and privacy of digital properties from illegal distribution and identification of malicious traitors over the cloud. Furthermore, it is used to trace the unauthorized distribution and the user of multimedia content distributed through the cloud. In this paper, we propose a novel fingerprinting technique for the cloud environment to protect numeric attributes in relational databases for digital privacy management. The proposed solution with the novel fingerprinting scheme is robust and efficient. It can address challenges such as embedding secure data over the cloud, essential to secure relational databases. The proposed technique provides a decoding accuracy of 100%, 90%, and 40% for 10% to 30%, 40%, and 50% of deleted records.
引用
收藏
页数:25
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