Secure Decision Support System in Medical Cyber Physical Network

Authors

  • Devshri Kothekar  PG Scholar, Department of Computer Science Engineering, Abha-Gaikwad Patil College of Engineering, Nagpur, Maharashtra, India.
  • Prof. Pragati Patil  Assistant Professor, Department of Computer Science Engineering, Abha-Gaikwad Patil College of Engineering, Nagpur, Maharashtra, India.

Keywords:

Digital Envelope, Medical data privacy, Medical Secure systems, Encryption.

Abstract

Medical Secure Systems (MSSs) are represented by integrating calculation as well as physical processes. The speculations and utilizations of MSSs face the large problems. The main objective of this work is to provide a greater understanding of this emerging multidisciplinary methods. In this work system focusing on the MSS in medical applications, which is called as Medical Secure Systems (MSS). In MSS, different types on data can transfer to the private or public cloud for storage and processing. Over this information, machine learning algorithms can be combined to process that data, which will be further helpful to take a few decisions for healthcare expert. This information can be sensitive and is publically accessible and gave to outsider storage space, so that the difficult problem of security is emerges. To providing the security, in this paper we applied cryptographic method, for example, AES to encrypt the data before store on cloud servers. After this, to enhance the further security, system will utilize the idea of digital envelope. In this concept, information encryption AES key is again determined by utilizing ECC encryption key. Again to reduce the key management overhead, framework makes utilization of Key Distribution center (KDC), which can generate and deal with the keys for all users. At the last experimental results presented that, this MSS framework is more secure than existing one and it is additionally reduces the key management overhead. Also system gets less time and memory for implementing the system.

References

  1. OvuncKocabas, TolgaSoyata, and Mehmet K. Aktas, “Emerging Security Mechanisms forMedical Cyber Physical Systems”, IEEE/ACM transactions on computational biology andbio-informatics, vol. 13, no. 3, may/june2016.
  2. Phaneendra Kumar, Dr.S.V.A.V.Prasad ,ArvindPatak, “Design and Implementation of MHealthSystem by Using Cloud Computing”, Future Gener. Comput.Syst.,Vol. 5, Issue 5,May 2016.
  3. Tran Viet Xuan Phuong, Guomin Yang, Member, IEEE, and Willy Susilo, Senior Member,IEEE, “Hidden Ciphertext Policy Attribute-Based Encryption Under Standard Assumptions”,IEEE transactions on information forensics and security, vol. 11, no. 1, January 2016.
  4. Abdelghani Benharref and Mohamed Adel Serhani, “Novel Cloud and SOA-Based Framework forE-Health Monitoring Using Wireless Biosensors”, IEEE journal of biomedical and health informatics, vol. 18, no. 1, January 2014.
  5. OvuncKocabas, TolgaSoyata, “Utilizing Homomorphic Encryption to Implement Secure and Private Medical Cloud Computing”, 2015 IEEE 8th International Conference on Cloud Computing.
  6. X. Yao, Z. Chen, and Y. Tian, “A lightweight attribute-based encryption scheme for the internet of things”, Future Gener.Comput.Syst., vol. 49, pp. 104-112, 2015.
  7. O. Kocabas and T. Soyata, “Towards privacy-preserving medical cloud computing using homomorphic encryption”, in Enabling Real-Time Mobile Cloud Computing through Emerging Technologies, T. Soyata, Ed. Hershey, PA, USA: IGI Global, 2015, ch. 7, pp. 213-246.
  8. J. A. Akinyele, C. Garman, I. Miers, M.W. Pagano, M. Rushanan, M. Green, and A. D. Rubin,“Charm: A framework for rapidly prototyping crypto systems”,J. Cryptographic Eng., vol.3, no. 2, pp. 111-128, 2013.
  9. Robert Mitchell, Ing-Ray Chen, Member, IEEE, “Behavior Rule Specification-based Intrusion Detection for Safety Critical Medical Cyber Physical Systems”,Robert Mitchell,Ing-Ray Chen, Member, IEEE, 2013.
  10. Alhassan Khedr, Member, IEEE, and Glenn Gulak, Senior Member, IEEE, “SecureMed: Secure Medical Computation using GPU-Accelerated Homomorphic Encryption Scheme”,2016.

Downloads

Published

2019-04-30

Issue

Section

Research Articles

How to Cite

[1]
Devshri Kothekar, Prof. Pragati Patil, " Secure Decision Support System in Medical Cyber Physical Network, IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 5, Issue 2, pp.1261-1268, March-April-2019.