Affiliation:
1. School of Information Engineering, Guangdong Innovative Technical College, Dongguan 523960, Guangdong, China
2. School of Artificial Intelligence, The Open University of Guangdong, Guangzhou 510091, Guangdong, China
Abstract
In order to improve data security, ensure user privacy, and solve the problems of low data access control accuracy, long time consumption, and high energy consumption in traditional methods, a cloud computing storage data access control method based on dynamic re-encryption is proposed. The principal component analysis method is used to reduce the dimension of the cloud computing storage data, and the random forest algorithm is further used to classify and process the cloud computing storage data according to the processing results. On the basis of data preprocessing, an access control tree is established to obtain the correlation of data nodes. Finally, the dynamic re-encryption method is used for data security state transformation, and the data access control of cloud computing storage is realized through key generation, encryption, re-encryption key generation, and decryption. The experimental results show that the data access control accuracy of the method in this paper is high, time consumption is small, and energy consumption is small, and it is more suitable for cloud computing systems with huge data and information.
Funder
Educational Science Planning Project of Guangdong Provincial Department of Education
Subject
Computer Networks and Communications,Information Systems
Cited by
3 articles.
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