JOURNAL ARTICLE

Data privacy protection based on homomorphic encryption

Yarong Lv

Year: 2021 Journal:   Journal of Physics Conference Series Vol: 2037 (1)Pages: 012129-012129   Publisher: IOP Publishing

Abstract

Data security and privacy protection are increasingly becoming a bottleneck in the development of cloud computing. To improve the existing homomorphic encryption technology, ECC homomorphic encryption algorithm is proposed, and ECC homomorphic encryption algorithm is designed and implemented. Based on this, the aggregation model of data privacy protection is constructed, and the effect of ECC homomorphic encryption data security operation is analyzed. Compared with the traditional RSA encryption algorithm, ECC homomorphic encryption algorithm shows a higher level of security. When the key length increases gradually, the security of ECC with more than 300 bits is much greater than that of RSA with more than 2000 bits. At the same time, ECC homomorphic encryption algorithm is better than RSA in terms of encryption time and cipher size. ECC homomorphic encryption algorithm has the advantages of low computational complexity and good security performance.

Keywords:
Homomorphic encryption Homomorphic secret sharing Computer science 56-bit encryption Encryption 40-bit encryption Probabilistic encryption Multiple encryption On-the-fly encryption Computer security Client-side encryption Theoretical computer science Algorithm Cryptography Secure multi-party computation

Metrics

2
Cited By
0.14
FWCI (Field Weighted Citation Impact)
9
Refs
0.56
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Cryptography and Data Security
Physical Sciences →  Computer Science →  Artificial Intelligence
Cryptographic Implementations and Security
Physical Sciences →  Computer Science →  Artificial Intelligence
Security and Verification in Computing
Physical Sciences →  Computer Science →  Artificial Intelligence
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