Cloud-based Full Homomorphic Encryption Algorithm by Gene Matching

被引:0
|
作者
Li, Pingping [1 ]
Zhang, Feng [2 ]
机构
[1] Zhejiang Tech Inst Econ, Inst Digital Informat Technol, Hangzhou, Peoples R China
[2] Zhejiang Business Coll, Appl Engn Coll, Hangzhou, Peoples R China
来源
关键词
Binary System; Cloud Computing; Full Homomorphic Encryption Algorithm; Gene Matching;
D O I
10.3745/JIPS.03.0199
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To improve the security of gene information and the accuracy of matching, this paper designs a homomorphic encryption algorithm for gene matching based on cloud computing environment. Firstly, the gene sequences of cloud files entered by users are collected, which are converted into binary code by binary function, so that the encrypted text is obviously different from the original text. After that, the binary code of genes in the database is compared with the generated code to complete gene matching. Experimental analysis indicates that when the number of fragments in a 1 GB gene file is 65, the minimum encryption time of the algorithm is 80.13 ms. Aside from that, the gene matching time and energy consumption of this algorithm are the least, which are 85.69 ms and 237.89 J, respectively.
引用
收藏
页码:432 / 441
页数:10
相关论文
共 50 条
  • [1] Cloud-Based Quadratic Optimization With Partially Homomorphic Encryption
    Alexandru, Andreea B.
    Gatsis, Konstantinos
    Shoukry, Yasser
    Seshia, Sanjit A.
    Tabuada, Paulo
    Pappas, George J.
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 66 (05) : 2357 - 2364
  • [2] Full-Domain Anonymization Algorithm Based on Fully Homomorphic Encryption in the Cloud
    Liu, Jun-Qiang
    Chen, Fang-Hui
    Xu, Cong-Fu
    Guo, Hong
    Li, Ting
    [J]. Jisuanji Xuebao/Chinese Journal of Computers, 2019, 42 (04): : 837 - 850
  • [3] Assessment of Cloud-based Health Monitoring using Homomorphic Encryption
    Kocabas, Ovunc
    Soyata, Tolga
    Couderc, Jean-Philippe
    Aktas, Mehmet
    Xia, Jean
    Huang, Michael
    [J]. 2013 IEEE 31ST INTERNATIONAL CONFERENCE ON COMPUTER DESIGN (ICCD), 2013, : 443 - 446
  • [4] Cloud-based Private Querying of Databases by Means of Homomorphic Encryption
    Abbar, Yassine
    Aubry, Pascal
    Barry, Thierno
    Carpov, Sergiu
    Mallick, Sayanta
    Krichen, Mariem
    Ligier, Damien
    Shpak, Sergey
    Sirdey, Renaud
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS), 2021, : 123 - 131
  • [5] Efficient Cloud-based Secret Shuffling via Homomorphic Encryption
    Becher, Kilian
    Strufe, Thorsten
    [J]. 2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2020, : 71 - 77
  • [6] Response time of cloud-based facial recognition system utilizing homomorphic encryption
    Nakanishi, Sei
    Narusue, Yoshiaki
    Morikawa, Hiroyuki
    [J]. IEICE COMMUNICATIONS EXPRESS, 2023, 12 (12): : 603 - 606
  • [7] Towards Optimizing the Usability of Homomorphic Encryption in Cloud-Based Medical Image Processing
    Marwan, Mbarek
    Kartit, Ali
    Ouahmane, Hassan
    [J]. UBIQUITOUS NETWORKING, UNET 2017, 2017, 10542 : 214 - 224
  • [8] The Homomorphic Encryption in Pipelines Accident Prediction by Using Cloud-based Neural Network
    Yelina, T. N.
    Bezzateev, S., V
    Mylnikov, V. A.
    [J]. 2019 WAVE ELECTRONICS AND ITS APPLICATION IN INFORMATION AND TELECOMMUNICATION SYSTEMS (WECONF), 2019,
  • [9] Privacy Guarantees for Cloud-based State Estimation using Partially Homomorphic Encryption
    Emad, Sawsan
    Alanwar, Amr
    Alkabani, Yousra
    El-Kharashi, M. Watheq
    Sandberg, Henrik
    Johansson, Karl Henrik
    [J]. 2022 EUROPEAN CONTROL CONFERENCE (ECC), 2022, : 98 - 105
  • [10] Secure and Private Cloud-Based Control Using Semi-Homomorphic Encryption
    Farokhi, Farhad
    Shames, Iman
    Batterham, Nathan
    [J]. IFAC PAPERSONLINE, 2016, 49 (22): : 163 - 168