Optimization of Data Protection and Privacy Encryption Algorithms for Open Big Data Environment

Data protection and privacy encryption technology face heavy challenges in the billing big data environment.In this paper, after combing the current problems of privacy protection and data encryption, RSA homomorphic encryption algorithm is combined with CP-ABE attribute encryption protection algorithm to construct RSA+CP-ABE hybrid encryption mechanism.In order to explore the optimization effect of RSA+CP-ABE hybrid encryption algorithm, the security and performance of hybrid encryption algorithm in this paper are analyzed.The hybrid encryption algorithm of RSA+CP-ABE in this paper improves the security while maintaining the diffusivity and obfuscation.The encryption time of RSA+CP-ABE algorithm is comparable to that of the original RSA algorithm, while the decryption time is significantly reduced.The RSA+CP-ABE algorithm improves the key security and decryption speed.The encryption efficiency of the RSA+CP-ABE scheme is comparable to that of the RSA scheme.The encryption efficiency of RSA+CP-ABE scheme is reduced compared with that of RSA scheme, but the degree of efficiency improvement is reasonable and can meet the practical applications.

Publication Details

Journal
International journal for housing science and its applications.
Published
2025-08-15
DOI
https://doi.org/10.70517/ijhsa46399
Primary Topic
Technology and Data Analysis
Type
article
Field-Weighted Citation Impact
0.00
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Optimization of Data Protection and Privacy Encryption Algorithms for Open Big Data Environment

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International journal for housing science and its applications.
Technology and Data Analysis
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Optimization of Data Protection and Privacy Encryption Algorithms for Open Big Data Environment

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Abstract

Data protection and privacy encryption technology face heavy challenges in the billing big data environment.In this paper, after combing the current problems of privacy protection and data encryption, RSA homomorphic encryption algorithm is combined with CP-ABE attribute encryption protection algorithm to construct RSA+CP-ABE hybrid encryption mechanism.In order to explore the optimization effect of RSA+CP-ABE hybrid encryption algorithm, the security and performance of hybrid encryption algorithm in this paper are analyzed.The hybrid encryption algorithm of RSA+CP-ABE in this paper improves the security while maintaining the diffusivity and obfuscation.The encryption time of RSA+CP-ABE algorithm is comparable to that of the original RSA algorithm, while the decryption time is significantly reduced.The RSA+CP-ABE algorithm improves the key security and decryption speed.The encryption efficiency of the RSA+CP-ABE scheme is comparable to that of the RSA scheme.The encryption efficiency of RSA+CP-ABE scheme is reduced compared with that of RSA scheme, but the degree of efficiency improvement is reasonable and can meet the practical applications.

International journal for housing science and its applications.Vol. 46(3)
Openalex Percentile: Top 67%
Technology and Data Analysis
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