Survey on Privacy Preservation in Big Data for Healthcare Monitoring

  • Authors

    • Mangore Anirudh K
    • Dr. M Roberts Masillamani
    2018-11-27
    https://doi.org/10.14419/ijet.v7i4.19.28279
  • Big Data, Cryptography, Cloud Computing, Privacy, Triple DES
  • This paper represents the prototype of  health monitoring system using Big Data. this brings several Advantage  to the healthcare industry by way of providing timely patient care services, proactive disease detection, real-time monitoring among others. The major challenge faced by healthcare providers on safeguarding the confidentiality of patients’ data.if confidentiality is not well maintained, people may be unable to share their data. Because security has been investigated as a new dimension, “veracity,†in big data, we aim to exploit new challenges of big data in terms of security and devote our attention toward efficient and privacy-preserving computing in the big data era. Specifically, we primary formalize the basic architecture of big data analytics, identify the corresponding privacy requirements, and introduce an efficient and privacy Triple DES as an example in response to data mining’s efficiency and privacy requirements in the big data era. The results of this research exhibit that the proposed system has better secured database access and maintain privacy for all patient data than the traditional database.

     

  • References

    1. [1] Kevin McCormack et al “ A Mathematical Solution to String Matching for Big Data Linking†Central Statistics Office, Cork, Ireland, IEEE Journal of Statistical Science and Application,IEEE (2017) P.P.39-55.

      [2] Gonzales, A Leigh, J Peisert, et al. “Monitoring Big Data Transfers Over International Research Network Connectionsâ€, Lawrence Berkeley National Laboratory,IEEE (2017).

      [3] Bing Niu et al “Analysis and Modeling for Big Data in Cancer Researchâ€,BioMed Research International, Hindawi,IEEE(2017).

      [4] Stefano M. Iacus “Big Data and Social Science – A Practical Guide to Methods and Toolsâ€, University of Milan,IEEE JUNE-2017,vol.78.

      [5] HarshitKuma “Review paper on Big Data in healthcare informaticsâ€,International Research Journal of Engineering and Technology (IRJET) ,IEEE(2017),vol.04,P.P.197-201.

      [6] P.Subhapriya et al“ Healthcare Prediction Analysis in Big Data using Random Forest Classifierâ€, International Journal Of Advance Research Ideas And Innovations In Technology,IEEE(2017),vol.3,P.P.494-496.

      [7] J.Archenaa “A Survey Of Big Data Analytics in Healthcare and Governmentâ€, Research Scholar, MET University,Chennai,Science Direct(2015),P.P.408-413.

      [8] DurgaAmarnath M. Budida et al “A Review Paper on Design and Implementation of Smart Health Care System using IoTâ€, International Conference On Emanations in Modern Engineering Science and Management,IEEE(2017),vol.3,P.P.05-09.

      [9] Lidong Wang et al “Big Data in Medical Applications and Health Careâ€, Department of Engineering Technology, Mississippi Valley State University, USA,Science Publication(2015).

      [10] Javier Andreu-Perez et al “ Big Data for Healthâ€,IEEE Journal Of Biomedical And Health Informaticas,IEEE JULY-2015,vol.19,P.P1193-1208.

      [11] ManojJayabalan et al “Exploring the Impact of Big Data in Healthcare and Techniques in Preserving Patients' Privacyâ€, International Journal of Computer Science and Network Security, IEEE August-2017, vol.17,P.P.143-149.

      [12] AshwinBelleet al “Big Data Analytics in Healthcareâ€BioMed Research International,Hindwai(2015),P.P.1-16.

      [13] AhemadMousaet al “ Security and Privacy Issues in Ehealthcare Systems: Towards Trusted Servicesâ€, International Journal of Advanced Computer Science and Application,IEEE(2016),vol.4,P.P.229-236.

      [14] MoeenHassanalieragh et al “Health Monitoring and Management Using Internet-of- Things (IOT) Sensing with Cloud-based Processing: Opportunities and Challengesâ€, IEEE International Conference on Services Computing, IEEE(2015),P.P.285-292.

      [15] Prof.Hiralal.M.Patel et al “Security & Privacy Issues of Big Data in IOT based Healthcare System using Cloud Computingâ€, International Journal on Recent and Innovation Trends in Computing and Communication,IEEE JUNE-2017,vol.5,P.P.26-30.

      [16] Bhoomika.B.K. et al “Secured Smart Healthcare Monitoring System Based on IoTâ€, International Journal on Recent and Innovation Trends in Computing and Communication,IEEE JULY-2015,vol.3,P.P.4958-4961.

      [17] K. Natarajan et al “Smart Health Care System Using Internet of Thingsâ€, Journal of Network Communications and Emerging Technologies, IEEE March-2016,vol.6,P.P.37-42.

      [18] Dr. M.Umashankar “Privacy Preserving Healthcare System using secured cloud environment†in The International Journal Of Engineering And Computer vol. 6, no. 1, 2017

      [19] Md. ZahidIbnaAlam “Security & Privacy Issues of Big Data in IOT based Healthcare System using Cloud Computing†in the International Journal on Recent and Innovation Trends in Computing and Communication vol.6, no.1, 2017

      [20] S.Sathya , DrT.Sethukarasi “EFFICIENT PRIVACY PRESERVATION TECHNIQUE FOR HEALTHCARE RECORDS USING BIG DATA†in the International Conference On Information Communication And Embedded System vol.23, no.1, 2016

      [21] Husain Subedar et.al. “Privacy and Security Concerns for Health Data Collected Using Off-the-Shelf Health Monitoring Devices†in the e-Health Pervasive Wireless Applications and Services vol. 9 no.1, 2015

      [22] S. Balaji et.al. “A Cloud based Big Data Based Online Health Analytics for Rural NICUs and PICUs in India: Opportunities and Challenges†in the 2017 IEEE 30th International Symposium vol.22,no1,2017

      [23] TheodorosMavroeidakos “Centralized Management of Medical Big Data in Intensive Care Unit: A Security Analysis†IEEE JUNE-2017, vol.5, P.P.26-30.

      [24] Md. ZahidIbnaAlam “Security & Privacy Issues of Big Data in IOT based Healthcare System using Cloud Computing†in the International Journal on Recent and Innovation Trends in Computing and Communication vol.6, no.2, 2017

      [25] S.Sathya , DrT.Sethukarasi “EFFICIENT PRIVACY PRESERVATION TECHNIQUE FOR HEALTHCARE RECORDS USING BIG DATA†in the International Conference On Information Communication And Embedded System vol.23, no.3, 2016

      [26] S.Sathya , DrT.Sethukarasi “EFFICIENT PRIVACY PRESERVATION TECHNIQUE FOR HEALTHCARE RECORDS USING BIG DATA†in the International Conference On Information Communication And Embedded System vol.23, no.4, 2016

      [27] Justice Asare-Frempong “Exploring the Impact of Big Data in Healthcare and Techniques in Preserving Patients' Privacy†in the IJCSNS International Journal of Computer Science and Network Security vol.17, no.8, 2017

  • Downloads

  • How to Cite

    Anirudh K, M., & M Roberts Masillamani, D. (2018). Survey on Privacy Preservation in Big Data for Healthcare Monitoring. International Journal of Engineering & Technology, 7(4.19), 1021-1024. https://doi.org/10.14419/ijet.v7i4.19.28279