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Stefan cel Mare
University of Suceava
Faculty of Electrical Engineering and
Computer Science
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ROMANIA

Print ISSN: 1582-7445
Online ISSN: 1844-7600
WorldCat: 643243560
doi: 10.4316/AECE


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  2/2017 - 5

 HIGH-IMPACT PAPER 

Hybrid Solution for Privacy-Preserving Access Control for Healthcare Data

SMITHAMOL, M. B. See more information about SMITHAMOL, M. B. on SCOPUS See more information about SMITHAMOL, M. B. on IEEExplore See more information about SMITHAMOL, M. B. on Web of Science, RAJESWARI, S. See more information about RAJESWARI, S. on SCOPUS See more information about RAJESWARI, S. on SCOPUS See more information about RAJESWARI, S. on Web of Science
 
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Download PDF pdficon (1,342 KB) | Citation | Downloads: 1,235 | Views: 3,357

Author keywords
data privacy, electronic medical records, internet of things, cloud, access control

References keywords
encryption(11), cloud(10), attribute(9), security(7), secure(7), data(7), control(6), privacy(5), policy(5), grained(5)
Blue keywords are present in both the references section and the paper title.

About this article
Date of Publication: 2017-05-31
Volume 17, Issue 2, Year 2017, On page(s): 31 - 38
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2017.02005
Web of Science Accession Number: 000405378100005
SCOPUS ID: 85020138510

Abstract
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The booming in cloud and IoT technologies has accelerated the growth of healthcare system. The IoT devices monitor the patient's health, and upload collected data as Electronic Medical Records (EMRs) to the cloud for storage and sharing. Outsourcing EMRs to the cloud introduce new security and privacy challenges. In this paper, we proposed a novel architecture ensuring security and privacy for the outsourced health records. The proposed model uses partially ordered set (POSET) for constructing the group based access structure and Ciphertext-Policy Attribute-Based Encryption (CP-ABE) to provide fine-grained EMR access control. The modified group based CP-ABE (G-CP-ABE) minimizes the computational overhead by reducing the number of leaf nodes in the access tree. Also, the proposed G-CP-ABE framework merges symmetric encryption and CP-ABE scheme to minimize the overall encryption time. As a result, G-CP-ABE can be used to monitor health conditions even from a resource constrained IoT device. The performance analysis shows the efficiency of the proposed model, making it suitable for practical use.


References | Cited By  «-- Click to see who has cited this paper

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[3] Q. Zhang, L. Cheng, and R. Boutaba, "Cloud Computing: State-of-the-art and Research Challenges," J. Internet Serv. Appl., vol. 1, no. 1, pp. 7–18, May 2010.
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[4] G. Corotinschi and V. G. Gaitan, "Smart cities become possible thanks to the Internet of Things," In System Theory, Control and Computing (ICSTCC), 19th International Conference on, IEEE, 2015, pp. 291–296.
[CrossRef]


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[CrossRef] [Full Text] [Web of Science Times Cited 1]


[6] J. L. Fernández-Alemán, I. C. Señor, P. Á. O. Lozoya, and A. Toval, "Security and Privacy in Electronic Health Records: A systematic literature review," J. Biomed. Inform., vol. 46, no. 3, pp. 541–562, June 2013.
[CrossRef] [Web of Science Times Cited 349]


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[CrossRef] [Web of Science Times Cited 2658]


[8] V. Goyal, O. Pandey, A. Sahai, and B. Waters, "Attribute-based Encryption for Fine-grained Access Control of Encrypted Data," In Proceedings of the 13th ACM conference on Computer and communications security,2006, pp.89
[CrossRef]


[9] J. Bethencourt, A. Sahai, and B. Waters, "Ciphertext-Policy Attribute-Based Encryption," In Security and Privacy, 2007. SP'07. IEEE Symposium on, 2007, pp. 321–334.
[CrossRef] [Web of Science Times Cited 2765]


[10] S. Yu, C. Wang, K. Ren, and W. Lou, "Achieving Secure, Scalable, and Fine-grained Data Access Control in Cloud Computing," Proceedings,IEEE2010,pp.1–9.
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[11] F. Han, J. Qin, H. Zhao, and J. Hu, "A general Transformation from KP-ABE to Searchable Encryption," Future Gener. Comput. Syst., vol. 30, pp. 107–115, Jan. 2014.
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[13] L. Cheung and C. Newport, "Provably secure ciphertext policy ABE," Proceedings of 14th ACM on Computer and communications Security,2007,pp.456-465.
[CrossRef]


[14] V. Goyal, A. Jain, O. Pandey, and A. Sahai, "Bounded Ciphertext Policy Attribute Based Encryption," in Automata, Languages and Programming, vol. 5126, Springer Berlin Heidelberg, 2008, pp. 579–591.
[CrossRef]


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[17] Fuchun Guo, Yi Mu, W. Susilo, D. S. Wong, and V. Varadharajan, "CP-ABE With Constant-Size Keys for Lightweight Devices," IEEE Trans. Inf. Forensics Secur., vol. 9, no. 5, pp. 763–771, May 2014.
[CrossRef] [Web of Science Times Cited 116]


[18] J. Li, W. Yao, J. Han, Y. Zhang, and J. Shen, "User Collusion Avoidance CP-ABE with Efficient Attribute Revocation for Cloud Storage," IEEE Syst. Journal., pp. 1–11, 2017.
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[19] S. Alshehri, S. P. Radziszowski, and R. K. Raj, "Secure Access for Healthcare Data in the Cloud Using Ciphertext-Policy Attribute-Based Encryption," In Data Engineering Workshops (ICDEW), IEEE, 2012., pp. 143–146.
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[21] J. A. Akinyele, M. W. Pagano, M. D. Green, C. U. Lehmann, Z. N. J. Peterson, and A. D. Rubin, "Securing Electronic Medical Records using Attribute-based Encryption on Mobile Devices," Proceedings of ACM workshop on Security and privacy in smartphones and mobile devices, 2011, pp. 75-86.
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[22] B. Fabian, T. Ermakova, and P. Junghanns, "Collaborative and Secure Sharing of Healthcare Data in Multi-Clouds," Inf. Syst., vol. 48, pp. 132–150, Mar. 2015.
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[23] J. J. Yang, J. Q. Li, and Y. Niu, "A hybrid Solution for Privacy Preserving Medical Data Sharing in the Cloud Environment," Future Gener. Comput. Syst., vol. 43–44, pp. 74–86, Feb. 2015.
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[24] C. Guo, R. Zhuang, Y. Jie, Y. Ren, T. Wu, and K.-K. R. Choo, "Fine-grained Database Field Search Using Attribute-Based Encryption for E-Healthcare Clouds," J. Med. Syst., vol. 40, no. 11, Nov. 2016.
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[CrossRef]






References Weight

Web of Science® Citations for all references: 10,623 TCR
SCOPUS® Citations for all references: 0

Web of Science® Average Citations per reference: 332 ACR
SCOPUS® Average Citations per reference: 0

TCR = Total Citations for References / ACR = Average Citations per Reference

We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more

Citations for references updated on 2024-03-18 11:13 in 158 seconds.




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