Abstract
In the current era, big data represents a new technological paradigm, and data is supposed to be generated with high volume, velocity, and variety. The health care industry is also subjected to generate massive volume of data historically, it is derived by record keeping, compliance, patient care, and regulatory requirements. The health care services are growing smart each day with the latest advancements such as Telehealth, IoMT (Internet of Medical Things), telecommunication technologies, and smart sensors. However, it has remained the most complex task to decide on allowable uses of data while also considering the security of data and patients’ right to privacy. It is most substantial to deploy all advancements of health care when security and privacy issues are correctly addressed. The trustworthy big data environment in health care can only be developed if limitations and envision directions of the latest advancements are clear. The research highlights privacy and security challenges in big data such as data breaches in wireless body area networks or securing unauthorized transmission of patients’ sensitive information, and compromised nodes. Along with an assessment of security and privacy issues, the paper also presents ways to address these challenges. Some of them include techniques such as data encryption, data masking, access control, authentication. The emphasis is on techniques proposed by relevant literature to address the security and privacy risk along with making evaluations about what benefits it can provide towards overcoming the big health care data challenges.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Saidulu, D., Sasikala, R.: Understanding the challenges and opportunities with big data applications over ‘Smart Healthcare System.’ Int. J. Comput. Appl. 160(8), 23–27 (2017). https://doi.org/10.5120/ijca2017913075
Sakr, S., Elgammal, A.: Towards a comprehensive data analytics framework for smart healthcare services. Big Data Res. 4, 44–58 (2016). https://doi.org/10.1016/J.BDR.2016.05.002
Saranya, P., Asha, P.: Survey on big data analytics in health care. In: International Conference on Smart Systems and Inventive Technology (ICSSIT), pp. 46–51 (2019). https://doi.org/10.1109/ICSSIT46314.2019.8987882
Sarkar, B.K.: Big data for secure healthcare system: a conceptual design. Complex Intell. Syst. 3(2), 133–151 (2017). https://doi.org/10.1007/s40747-017-0040-1
Abouelmehdi, K., Beni-Hessane, A., Khaloufi, H.: Big healthcare data: preserving security and privacy. J. Big Data 5(1), 1–18 (2018). https://doi.org/10.1186/s40537-017-0110-7
Syed, L., Jabeen, M.S., Alsaeedi, A.: Smart healthcare framework for ambient assisted living using IoMT and big data analytics techniques. Future Gener. Comput. Syst. 101, 136–151 (2019). https://doi.org/10.1016/j.future.2019.06.004
Li, W., et al.: A comprehensive survey on machine learning-based big data analytics for IoT-enabled smart healthcare system. Mob. Netw. Appl. 26(1), 234–252 (2021). https://doi.org/10.1007/s11036-020-01700-6
Aqeel-ur-Rehman, Khan, I.U., Sadiq ur Rehman: A review on big data security and privacy in healthcare applications. In: García Márquez, F., Lev, B. (eds.) Big Data Management, pp. 71–89. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-45498-6_4
Khaloufi, H., Abouelmehdi, K., Beni-Hssane, A., Saadi, M.: Security model for big healthcare data lifecycle. Procedia Comput. Sci. 141, 294–301 (2018). https://doi.org/10.1016/j.procs.2018.10.199
Edemekong, P.F., Annamaraju, P., Haydel, M.J.: Health Insurance Portability and Accountability Act. StatPearls Publishing (2021). https://europepmc.org/article/NBK/nbk500019
Al-Janabi, S., Al-Shourbaji, I., Shojafar, M., Shamshirband, S.: Survey of main challenges (security and privacy) in wireless body area networks for healthcare applications. Egypt. Informatics J. 18(2), 113–122 (2017). https://doi.org/10.1016/J.EIJ.2016.11.001
Ding, Y., Xu, H., Zhao, M., Liang, H., Wang, Y.: Group authentication and key distribution for sensors in wireless body area network. Int. J. Distrib. Sens. Netw. 17(9), 155014772110443 (2021). https://doi.org/10.1177/15501477211044338
Al-Issa, Y., Ottom, M.A., Tamrawi, A.: EHealth cloud security challenges: a survey. J. Healthcare Eng. 2019, 1–15 (2019). https://doi.org/10.1155/2019/7516035
Goel, P., Patel, R., Garg, D., Ganatra, A.: A review on big data: privacy and security challenges. In: 2021 3rd International Conference on Signal Processing and Communication, ICPSC 2021, pp. 705–709, May 2021. https://doi.org/10.1109/ICSPC51351.2021.9451749
Chenthara, S., Ahmed, K., Wang, H., Whittaker, F.: Security and privacy-preserving challenges of e-health solutions in cloud computing. IEEE Access 7, 74361–74382 (2019). https://doi.org/10.1109/ACCESS.2019.2919982
Zeadally, S., Siddiqui, F., Baig, Z., Ibrahim, A.: Smart healthcare. PSU Res. Rev. 4(2), 149–168 (2019). https://doi.org/10.1108/prr-08-2019-0027
Kumar, R., Kiit, B., Abhaya, B., Sahoo, K., Pradhan, C.: Big Data Analytics in Real Time-Technical Challenges and its Solutions Software Engineering View project Data Visualization in Big Data View project Big Data Analytics in Real Time-Technical Challenges and its Solutions (2017). https://www.researchgate.net/publication/321965323
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Ahtesham, M. (2022). Bigdata Applications in Healthcare: Security and Privacy Challenges. In: Motahhir, S., Bossoufi, B. (eds) Digital Technologies and Applications. ICDTA 2022. Lecture Notes in Networks and Systems, vol 455. Springer, Cham. https://doi.org/10.1007/978-3-031-02447-4_24
Download citation
DOI: https://doi.org/10.1007/978-3-031-02447-4_24
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-02446-7
Online ISBN: 978-3-031-02447-4
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)