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Stefan cel Mare
University of Suceava
Faculty of Electrical Engineering and
Computer Science
13, Universitatii Street
Suceava - 720229
ROMANIA

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


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  2/2017 - 5

 HIGHLY CITED 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
 
Click to see author's profile in See more information about the author on SCOPUS SCOPUS, See more information about the author on IEEE Xplore IEEE Xplore, See more information about the author on Web of Science Web of Science

Download PDF pdficon (1,342 KB) | Citation | Downloads: 615 | Views: 1,892

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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Full text preview
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

[1] I. Ungurean, N.C. Gaitan, and V. G. Gaitan, "An IoT architecture for things from industrial environment," in In Communications (COMM), 2014 10th International Conference on, 2014, pp. 1–4.
[CrossRef] [Web of Science Times Cited 40]


[2] P.M. Mell and T. Grance, "The NIST Definition of Cloud Computing," National Institute of Standards and Technology, Gaithersburg, MD, NIST SP 800-145, 2011.

[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.
[CrossRef]


[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]


[5] Y. Lee, P. Kim, and Y. Park, "Secure Multi-Keyword Search with User/Owner-side Efficiency in the Cloud," Adv. Electr. Comput. Eng.,vol. 16, no. 2, pp. 11–18, 2016.
[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 222]


[7] A. Sahai and B. Waters, "Fuzzy Identity-Based Encryption," in Advances in Cryptology – EUROCRYPT 2005, vol. 3494, Springer Berlin Heidelberg, 2005, pp. 457–473.
[CrossRef] [Web of Science Times Cited 1758]


[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 1755]


[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.
[CrossRef]


[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.
[CrossRef] [Web of Science Times Cited 31]


[12] L. Touati and Y. Challal, "Collaborative KP-ABE for cloud-based Internet of Things applications,"In Communications(ICC), IEEE 2016, pp. 1–7.
[CrossRef]


[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]


[15] G. Wang, Q. Liu, and J. Wu, "Hierarchical attribute-based encryption for fine-grained access control in cloud storage services," In Proceedings of 17th ACM on Computer and communications security, 2010. pp.735-737,
[CrossRef] [Web of Science Times Cited 140]


[16] B. Waters, "Ciphertext-Policy Attribute-Based Encryption: An Expressive, Efficient, and Provably Secure Realization," in Public Key Cryptography – PKC 2011, vol. 6571, Springer Berlin Heidelberg, 2011, pp. 53–70.
[CrossRef] [Web of Science Times Cited 714]


[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 62]


[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.
[CrossRef] [Web of Science Times Cited 54]


[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.
[CrossRef]


[20] M. Li, W. Lou, and K. Ren, "Data security and privacy in wireless body area networks," IEEE Wirel. Commun., vol. 17, no. 1, pp. 51–58, Feb. 2010.
[CrossRef]


[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.
[CrossRef]


[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.
[CrossRef] [Web of Science Times Cited 90]


[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.
[CrossRef] [Web of Science Times Cited 113]


[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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[25] Y. Liu, Y. Zhang, J. Ling, and Z. Liu, "Secure and Fine-grained Access Control on e-healthcare Records in Mobile Cloud Computing," Future Gener. Comput. Syst., Jan. 2017.
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[26] E. A. Bossanyi, "Wind Turbine Control for Load Reduction," Wind Energy, vol. 6, no. 3, pp. 229–244, Jul. 2003
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[27] R. E. Precup and S. Preitl, "Optimisation criteria in development of fuzzy controllers with dynamics," Eng. Appl. Artif. Intell., vol. 17, no. 6, pp. 661–674, Sep. 2004.
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[28] M. A. Ramírez-Ortegón, V. Märgner, E. Cuevas, and R. Rojas, "An optimization for binarization methods by removing binary artifacts," Pattern Recognit. Lett., vol. 34, no. 11, pp. 1299–1306, Aug. 2013
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[29] S. B. Ghosn, F. Drouby, and H. M. Harmanani, "A Parallel Genetic Algorithm for the Open-Shop Scheduling Problem Using Deterministic and Random Moves," Int. J. Artif. Intell., vol. 14, no. 1, pp. 130–144, 2016.

[30] D. Boneh and M. Franklin, "Identity-Based Encryption from the Weil Pairing," in Advances in Cryptology — CRYPTO 2001, vol. 2139, Springer Berlin Heidelberg, 2001, pp. 213–229.
[CrossRef]






References Weight

Web of Science® Citations for all references: 5,192 TCR
SCOPUS® Citations for all references: 0

Web of Science® Average Citations per reference: 162 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 2020-09-29 00:32 in 191 seconds.




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