Privacy-Preserving Health Data Collection for Preschool Children

被引:3
|
作者
Guan, Shaopeng [1 ,2 ]
Zhang, Yuan [2 ]
Ji, Yue [3 ]
机构
[1] Shandong Inst Business & Technol, Key Lab Intelligent Informat Proc Univ Shandong, Yantai 264005, Peoples R China
[2] Nanjing Univ, State Key Lab Novel Software Technol, Nanjing 210093, Jiangsu, Peoples R China
[3] Nanjing Normal Univ, Presch Educ Dept, Nanjing 210097, Jiangsu, Peoples R China
关键词
WIRELESS SENSOR NETWORKS; PRESERVATION; ALGORITHMS; RECORDS; TRUST;
D O I
10.1155/2013/501607
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
With the development of network technology, more and more data are transmitted over the network and privacy issues have become a research focus. In this paper, we study the privacy in health data collection of preschool children and present a new identity-based encryption protocol for privacy protection. The background of the protocol is as follows. A physical examination for preschool children is needed every year out of consideration for the children's health. After the examination, data are transmitted through the Internet to the education authorities for analysis. In the process of data collection, it is unnecessary for the education authorities to know the identities of the children. Based on this, we designed a privacy-preserving protocol, which delinks the children's identities from the examination data. Thus, the privacy of the children is preserved during data collection. We present the protocol in detail and prove the correctness of the protocol.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Adaptive personalized privacy-preserving data collection scheme with local differential privacy
    Song, Haina
    Shen, Hua
    Zhao, Nan
    He, Zhangqing
    Xiong, Wei
    Wu, Minghu
    Zhang, Mingwu
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2024, 36 (04)
  • [32] Privacy-preserving data releases for health report generation
    Boyens, C
    Krishnan, R
    Padman, R
    MEDINFO 2004: PROCEEDINGS OF THE 11TH WORLD CONGRESS ON MEDICAL INFORMATICS, PT 1 AND 2, 2004, 107 : 1268 - 1272
  • [33] Privacy-preserving aggregation of personal health data streams
    Kim, Jong Wook
    Jang, Beakcheol
    Yoo, Hoon
    PLOS ONE, 2018, 13 (11):
  • [34] Practical issues on privacy-preserving health data mining
    Jin, Huidong
    EMERGING TECHNOLOGIES IN KNOWLEDGE DISCOVERY AND DATA MINING, 2007, 4819 : 64 - 75
  • [35] A New Edge Perturbation Mechanism for Privacy-Preserving Data Collection in IOT
    CHEN Qiuling
    YE Ayong
    ZHANG Qiang
    HUANG Chuan
    ChineseJournalofElectronics, 2023, 32 (03) : 603 - 612
  • [36] Secure and Privacy-Preserving Body Sensor Data Collection and Query Scheme
    Zhu, Hui
    Gao, Lijuan
    Li, Hui
    SENSORS, 2016, 16 (02)
  • [37] User-Centric Privacy-Preserving Collection and Analysis of Trajectory Data
    Romero-Tris, Cristina
    Megias, David
    DATA PRIVACY MANAGEMENT, AND SECURITY ASSURANCE, 2016, 9481 : 245 - 253
  • [38] PPDCA: Privacy-Preserving Crowdsensing Data Collection and Analysis with Randomized Response
    Lin, Bo-Cheng
    Wu, Shang-Hong
    Tsou, Yao-Tung
    Huang, Yennun
    2018 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2018,
  • [39] A Secure and Privacy-Preserving Protocol for Smart Metering Operational Data Collection
    Mustafa, Mustafa A.
    Cleemput, Sara
    Aly, Abdelrahaman
    Abidin, Aysajan
    IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (06) : 6481 - 6490
  • [40] Privacy-preserving data mining
    Agrawal, R
    Srikant, R
    SIGMOD RECORD, 2000, 29 (02) : 439 - 450