A Novel Fingerprinting Technique for Data Storing and Sharing through Clouds

Sensors

Amir Hussain¹  Junaid Rashid²  Jungeun Kim²  Mehvish Fatima³  Muhammad Wasif Nisar³  Muhammad Kamran⁴ 

[1] Centre of AI and Data Science, Edinburgh Napier University, Edinburgh EH11 4DY, UK;Department of Computer Science and Engineering, Kongju National University, Cheonan 31080, Korea;Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad 47040, Pakistan;Department of Cyber Security, College of Computer Science and Engineering, University of Jeddah, Jeddah 21959, Saudi Arabia;

关键词: cloud environment;    secure signature;    data usability;    minimum distortion;    robust fingerprinting;   

DOI  :  10.3390/s21227647

来源: DOAJ

【 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.

【 授权许可】

Unknown