基于代理重加密的电子病历数据共享方案

doi:10.19678/j.issn.1000-3428.0058229

计算机工程 ›› 2021, Vol. 47 ›› Issue (6): 164-171. doi: 10.19678/j.issn.1000-3428.0058229

基于代理重加密的电子病历数据共享方案

牛淑芬¹, 刘文科¹, 陈俐霞¹, 杜小妮²

1. 西北师范大学计算机科学与工程学院, 兰州 730070;
2. 西北师范大学数学与统计学院, 兰州 730070

收稿日期:2020-05-03 修回日期:2020-06-22 发布日期:2020-06-29
作者简介:牛淑芬(1976-),女,副教授、博士,主研方向为网络隐私保护、云计算;刘文科、陈俐霞,硕士研究生;杜小妮,教授、博士。

Data Sharing Scheme of Electronic Medical Record Based on Proxy Re-Encryption

NIU Shufen¹, LIU Wenke¹, CHEN Lixia¹, DU Xiaoni²

1. College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China;
2. College of Mathematics and Statistics, Northwest Normal University, Lanzhou 730070, China

Received:2020-05-03 Revised:2020-06-22 Published:2020-06-29
Contact: 国家自然科学基金（61562077，61662069，61662071，61772022）。 E-mail:sfniu76@nwnu.edu.cn

摘要/Abstract

摘要： 现有的电子病历大部分只能在医生与患者之间实现数据共享，数据用户难以访问患者的电子病历。针对该问题，提出一种利用代理重加密的电子病历数据共享方案。患者通过搜索陷门得到加密电子病历，数据用户要获取其电子病历，可请求患者和云服务器进行交互，云服务器生成重加密密钥，并对电子病历密文进行代理重加密，经患者授权后将重加密密文发送给数据用户，数据用户用其私钥解密密文，最终获取电子病历数据。基于随机预言机模型的实验结果表明，该方案在改进双线性Diffie-Hellman假设和q决策双线性Diffie-Hellman逆转假设下，均可实现关键字隐私安全和消息隐私安全。

关键词: 云存储, 电子病历, 关键字搜索, 代理重加密, 改进双线性Diffie-Hellman假设, q决策双线性Diffie-Hellman逆转假设

Abstract: Most of the existing electronic medical records can only realize data sharing between doctors and patients, so it is difficult for data users to access the electronic medical records of patients.To solve the problem, this paper proposes a data sharing scheme of Electronic Medical Record(EMR) based on proxy re-encryption.Patients can use trapdoor search to obtain encrypted EMR.The data user can ask patient and cloud server to interact with each other to obtain the patient's EMR.The cloud server generates the re-encryption key, performs proxy re-encryption on the ciphertext of the EMR, and after authorized by the patient, the re-encrypted ciphertext will be sent to the data user.The data user can decrypt the ciphertext with his or her private key, and finally obtain the EMR data.Results of the experiments based on the random oracle model show that the proposed scheme can achieve keyword privacy security and message privacy security under the modified Bilinear Diffie-Hellman(mBDH) assumption and q-Decision Bilinear Diffie-Hellman Inversion(q-DBDHI) assumption.

Key words: cloud storage, Electronic Medical Record(EMR), keyword search, proxy re-encryption, modified Bilinear Diffie-Hellman(mBDH) assumption, q-Decisional Bilinear Diffie-Hellman Inversion(q-DBDHI) assumption

中图分类号:

TP309.7

牛淑芬, 刘文科, 陈俐霞, 杜小妮. 基于代理重加密的电子病历数据共享方案[J]. 计算机工程, 2021, 47(6): 164-171.

NIU Shufen, LIU Wenke, CHEN Lixia, DU Xiaoni. Data Sharing Scheme of Electronic Medical Record Based on Proxy Re-Encryption[J]. Computer Engineering, 2021, 47(6): 164-171.

http://www.ecice06.com/CN/Y2021/V47/I6/164

图/表 5

20210618183716

20210618183719

20210618183722

20210618183725

20210618183729

参考文献

[1] AU M H,YUEN T H,LIU J K,et al.A general framework for secure sharing of personal health records in cloud system[J].Journal of Computer and System Sciences,2017,90(12):46-62.
[2] BLAZE M,BLEUMER G,STRAUSS M.Divertible protocols and atomic proxy cryptography[C]//Proceedings of 1998 International Conference on the Theory and Applications of Cryptographic Techniques.Berlin,Germany:Springer,1998:127-144.
[3] ZENG P,CHOO K K R.A new kind of conditional proxy re-encryption for secure cloud storage[J].IEEE Access,2018,6:70017-70024.
[4] SONG D X,WAGNER D,PERRIG A.Practical techniques for searches on encrypted data[C]//Proceedings of 2000 IEEE Symposium on Security and Privacy.Washington D.C.,USA:IEEE Press,2000:44-55.
[5] BONEH D,CRESCENZO D G,OSTROVSKY R,et al.Public key encryption with keyword search[C]//Proceedings of 2004 International Conference on the Theory and Applications of Cryptographic Techniques.Berlin,Germany:Springer,2004:506-522.
[6] BAEK J,SAFAVI-NAINI R,SUSILO W.Public key encryption with keyword search revisited[C]//Proceedings of 2008 International Conference on Computational Science and Its Applications.Berlin,Germany:Springer,2008:1249-1259.
[7] XU Peng,JIN Hai,WU Qianlong,et al.Public-key encryption with fuzzy keyword search:a provably secure scheme under keyword guessing attack[J].IEEE Transactions on Computers,2012,62(11):2266-2277.
[8] LIU Xuejiao,XIA Yingjie,YANG Wei,et al.Secure and efficient querying over personal health records in cloud computing[J].Neurocomputing,2018,274(1):99-105.
[9] LI Xiaorong,SONG Ziye,REN Jingyi,et al.Attribute-based searchable encryption of electronic medical records in cloud computing[J].Computer Science,2017,44(Z11):342-347.(in Chinese)李晓蓉,宋子夜,任婧怡,等.云计算中基于属性的可搜索加密电子病历系统[J].计算机科学,2017,44(Z11):342-347.
[10] MA M,HE D,KHAN M K,et al.Certificateless searchable public key encryption scheme for mobile healthcare system[J].Computers and Electrical Engineering,2018,65(1):413-424.
[11] LIU Xuhui,LIU Qin,PENG Tao,et al.Dynamic access policy in cloud-based personal health record systems[J].Information Sciences,2017,379(2):62-81.
[12] WANG Xiao,ZHANG Aiqing,XIE Xiaojuan,et al.Secure-aware and privacy-preserving electronic health record searching in cloud environment[J].International Journal of Communication Systems,2019,32(8):31-37.
[13] SHAO Jun,CAO Zhenfu,LIANG Xiaohui,et al.Proxy re-encryption with keyword search[J].Information Sciences,2010,180(13):2576-2587.
[14] GUO Lifeng,LU Bo.Efficient proxy re-encryption with keyword search scheme[J].Journal of Computer Research and Development,2014,51(6):1221-1228.(in Chinese)郭丽峰,卢波.有效的带关键字搜索的代理重加密方案[J].计算机研究与发展,2014,51(6):1221-1228.
[15] CHEN Zhenhua,LI Shundong,GUO Yinmin,et al.A limited proxy re-encryption with keyword search for data access control in cloud computing[C]//Proceedings of 2015 International Conference on Network and System Security.Berlin,Germany:Springer,2015:82-95.
[16] SAHAI A,WATERS B.Fuzzy identity-based encryption[C]//Proceedings of 2005 Annual International Conference on the Theory and Applications of Cryptographic Techniques.Berlin,Germany:Springer,2005:457-473.
[17] DODIS Y,YAMPOLSKIY A.A verifiable random function with short proofs and keys[C]//Proceedings of 2005 International Workshop on Public Key Cryptography.Berlin,Germany:Springer,2005:416-431.
[18] CANETTI R,HOHENBERGER S.Chosen-ciphertext secure proxy re-encryption[C]//Proceedings of the 14th ACM Conference on Computer and Communications Security.New York,USA:ACM Press,2007:185-194.
[19] ZHANG Aiqing,LIN Xiaodong.Towards secure and privacy-preserving data sharing in e-health systems via consortium blockchain[J].Journal of Medical Systems,2018,42(8):140-143.
[20] WU Yilun,LU Xicheng,SU Jinshu,et al.An efficient searchable encryption against keyword guessing attacks for sharable electronic medical records in cloud-based system[J].Journal of medical systems,2016,40(12):1-9.

选择文件类型/文献管理软件名称

选择包含的内容

基于代理重加密的电子病历数据共享方案

Data Sharing Scheme of Electronic Medical Record Based on Proxy Re-Encryption

RichHTML

PDF

可视化

被引次数

摘要/Abstract

引用本文

使用本文

图/表 5

参考文献

相关文章 15

编辑推荐

Metrics

本文评价

[1]	张晓均, 刘庆, 郑爽, 王鑫, 薛婧婷, 王世雄. 支持隐私保护的可验证云端数据分享方案[J]. 计算机工程, 2023, 49(3): 49-57.
[2]	陈先来, 贾一珍, 安莹, 唐红英. 融合多类型数据的胃癌风险预测模型[J]. 计算机工程, 2022, 48(9): 254-261.
[3]	魏秀然, 王峰. 基于协调器与遗传算法的云存储数据复制策略[J]. 计算机工程, 2021, 47(8): 124-130,139.
[4]	张晓均, 张经伟, 黄超, 唐伟. 可验证的云存储医疗加密数据统计分析方案[J]. 计算机工程, 2021, 47(6): 32-37,43.
[5]	牛淑芬, 韩松, 于斐, 王彩芬, 杜小妮. 区块链电子病历中基于密钥聚合的密文检索方案[J]. 计算机工程, 2021, 47(5): 36-43.
[6]	黄保华, 黄丕荣, 赵伟宏, 彭丽. 云存储中支持属性撤销的多关键词可搜索加密方案[J]. 计算机工程, 2021, 47(11): 29-36.
[7]	杨小东, 陈桂兰, 李婷, 刘瑞, 赵晓斌. 基于无证书密码体制的多用户密文检索方案[J]. 计算机工程, 2020, 46(9): 129-135.
[8]	张志昌, 周侗, 张瑞芳, 张敏钰. 融合双向GRU与注意力机制的医疗实体关系识别[J]. 计算机工程, 2020, 46(6): 296-302.
[9]	牛淑芬, 陈俐霞, 刘文科, 王彩芬, 杜小妮. 电子邮件系统中支持关键字搜索的代理重加密方案[J]. 计算机工程, 2020, 46(6): 136-143.
[10]	骆云鹏, 朱旎彤, 毛慈伟, 程晋雪, 许春根. 一种基于连接关键词的实用化可搜索加密方案[J]. 计算机工程, 2020, 46(2): 175-182.
[11]	杨小东, 裴喜祯, 陈桂兰, 王美丁, 王彩芬. 支持用户撤销的多用户多副本数据公开审计方案[J]. 计算机工程, 2020, 46(12): 150-156,192.
[12]	鲍禹含, 付印金, 陈卫卫. 多云存储关键技术研究进展[J]. 计算机工程, 2020, 46(10): 18-32,40.
[13]	吴颖豪,凌捷. 一种改进的云存储数据完整性验证方法[J]. 计算机工程, 2019, 45(3): 36-40.
[14]	朱敏惠,陈燕俐,胡媛媛. 支持代理重加密的基于身份可搜索加密方案[J]. 计算机工程, 2019, 45(1): 129-135,140.
[15]	黄保华,吕琦,莫家威. 云存储中基于拼音相似度的密文模糊搜索方案[J]. 计算机工程, 2019, 45(1): 103-108.

模态框（Modal）标题

选择文件类型/文献管理软件名称

选择包含的内容

基于代理重加密的电子病历数据共享方案

Data Sharing Scheme of Electronic Medical Record Based on Proxy Re-Encryption

RichHTML

PDF

可视化

被引次数

摘要/Abstract

引用本文

使用本文

图/表 5

参考文献

相关文章 15

编辑推荐

Metrics

本文评价