Cargando…

A double encryption protection algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology

The unique infinite self-renewal ability and multidirectional differentiation potential of stem cells provide a strong support for the clinical treatment. In light of the growing demands for stem cell storage, how to ensure personal privacy security and comply with strict ethical supervision require...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Li, Wei, Xinyi, Zhang, Yuan, Gao, Yuan, Niu, Qunfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681628/
https://www.ncbi.nlm.nih.gov/pubmed/37878640
http://dx.doi.org/10.1371/journal.pone.0293418
_version_ 1785142586304888832
author Wang, Li
Wei, Xinyi
Zhang, Yuan
Gao, Yuan
Niu, Qunfeng
author_facet Wang, Li
Wei, Xinyi
Zhang, Yuan
Gao, Yuan
Niu, Qunfeng
author_sort Wang, Li
collection PubMed
description The unique infinite self-renewal ability and multidirectional differentiation potential of stem cells provide a strong support for the clinical treatment. In light of the growing demands for stem cell storage, how to ensure personal privacy security and comply with strict ethical supervision requirements is particularly important. In order to solve the problem of low security of traditional encryption algorithm, we proposed a double encryption protection (DEP) algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology. Firstly, we presented the hash value key decomposition algorithm, through the hash value dynamic coding, cyclic shift, conversion calculation to get the key of each subsystem in the built algorithm. Secondly, DEP algorithm for privacy data is realized with two level of encryption. The first level of encryption protection algorithm used AES as the main framework, adding dynamic coding and byte filling based on DNA coding, and carries out dynamic shift of rows and simplified mixing of columns. The second level of encryption protection algorithm conducted random encoding, operation, diffusion and decoding based on the results of our proposed sequence conversion algorithm. Finally, we raised two evaluation indexes, the number of characters change rate (NCCR) and the unified average change intensity of text (UACIT) to measure the sensitivity of encryption algorithms to changes in plain information. The experimental results of using DEP shown that the average values of histogram variance, information entropy, NCCR and UACIT are116.7883, 7.6688, 32.52% and 99.67%, respectively. DEP algorithm has a large key space, high key sensitivity, and enables dynamic encryption of private data in stem cell bank. The encryption scheme provided in this study ensures the security of the private information of stem cell bank in private cloud environment, and also provides a new method for the encryption of similar high confidentiality data.
format Online
Article
Text
id pubmed-10681628
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-106816282023-10-25 A double encryption protection algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology Wang, Li Wei, Xinyi Zhang, Yuan Gao, Yuan Niu, Qunfeng PLoS One Research Article The unique infinite self-renewal ability and multidirectional differentiation potential of stem cells provide a strong support for the clinical treatment. In light of the growing demands for stem cell storage, how to ensure personal privacy security and comply with strict ethical supervision requirements is particularly important. In order to solve the problem of low security of traditional encryption algorithm, we proposed a double encryption protection (DEP) algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology. Firstly, we presented the hash value key decomposition algorithm, through the hash value dynamic coding, cyclic shift, conversion calculation to get the key of each subsystem in the built algorithm. Secondly, DEP algorithm for privacy data is realized with two level of encryption. The first level of encryption protection algorithm used AES as the main framework, adding dynamic coding and byte filling based on DNA coding, and carries out dynamic shift of rows and simplified mixing of columns. The second level of encryption protection algorithm conducted random encoding, operation, diffusion and decoding based on the results of our proposed sequence conversion algorithm. Finally, we raised two evaluation indexes, the number of characters change rate (NCCR) and the unified average change intensity of text (UACIT) to measure the sensitivity of encryption algorithms to changes in plain information. The experimental results of using DEP shown that the average values of histogram variance, information entropy, NCCR and UACIT are116.7883, 7.6688, 32.52% and 99.67%, respectively. DEP algorithm has a large key space, high key sensitivity, and enables dynamic encryption of private data in stem cell bank. The encryption scheme provided in this study ensures the security of the private information of stem cell bank in private cloud environment, and also provides a new method for the encryption of similar high confidentiality data. Public Library of Science 2023-10-25 /pmc/articles/PMC10681628/ /pubmed/37878640 http://dx.doi.org/10.1371/journal.pone.0293418 Text en © 2023 Wang et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wang, Li
Wei, Xinyi
Zhang, Yuan
Gao, Yuan
Niu, Qunfeng
A double encryption protection algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology
title A double encryption protection algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology
title_full A double encryption protection algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology
title_fullStr A double encryption protection algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology
title_full_unstemmed A double encryption protection algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology
title_short A double encryption protection algorithm for stem cell bank privacy data based on improved AES and chaotic encryption technology
title_sort double encryption protection algorithm for stem cell bank privacy data based on improved aes and chaotic encryption technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681628/
https://www.ncbi.nlm.nih.gov/pubmed/37878640
http://dx.doi.org/10.1371/journal.pone.0293418
work_keys_str_mv AT wangli adoubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT weixinyi adoubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT zhangyuan adoubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT gaoyuan adoubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT niuqunfeng adoubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT wangli doubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT weixinyi doubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT zhangyuan doubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT gaoyuan doubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology
AT niuqunfeng doubleencryptionprotectionalgorithmforstemcellbankprivacydatabasedonimprovedaesandchaoticencryptiontechnology