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Hybrid Solution for Privacy-Preserving Access Control for Healthcare DataSMITHAMOL, M. B. , RAJESWARI, S.
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data privacy, electronic medical records, internet of things, cloud, access control
encryption(11), cloud(10), attribute(9), security(7), secure(7), data(7), control(6), privacy(5), policy(5), grained(5)
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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
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|
| 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. 14. |
[CrossRef] [Web of Science Times Cited 44] [SCOPUS Times Cited 50]
 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.
 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. 718, May 2010.
[CrossRef] [SCOPUS Times Cited 2071]
 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. 291296.
[CrossRef] [SCOPUS Times Cited 3]
 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. 1118, 2016.
[CrossRef] [Full Text] [Web of Science Times Cited 1] [SCOPUS Times Cited 1]
 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. 541562, June 2013.
[CrossRef] [Web of Science Times Cited 246] [SCOPUS Times Cited 311]
 A. Sahai and B. Waters, "Fuzzy Identity-Based Encryption," in Advances in Cryptology EUROCRYPT 2005, vol. 3494, Springer Berlin Heidelberg, 2005, pp. 457473.
[CrossRef] [Web of Science Times Cited 1852] [SCOPUS Times Cited 2594]
 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] [SCOPUS Times Cited 3085]
 J. Bethencourt, A. Sahai, and B. Waters, "Ciphertext-Policy Attribute-Based Encryption," In Security and Privacy, 2007. SP'07. IEEE Symposium on, 2007, pp. 321334.
[CrossRef] [Web of Science Times Cited 1868] [SCOPUS Times Cited 2971]
 S. Yu, C. Wang, K. Ren, and W. Lou, "Achieving Secure, Scalable, and Fine-grained Data Access Control in Cloud Computing," Proceedings,IEEE2010,pp.19.
[CrossRef] [SCOPUS Times Cited 1109]
 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. 107115, Jan. 2014.
[CrossRef] [Web of Science Times Cited 34] [SCOPUS Times Cited 49]
 L. Touati and Y. Challal, "Collaborative KP-ABE for cloud-based Internet of Things applications,"In Communications(ICC), IEEE 2016, pp. 17.
[CrossRef] [SCOPUS Times Cited 12]
 L. Cheung and C. Newport, "Provably secure ciphertext policy ABE," Proceedings of 14th ACM on Computer and communications Security,2007,pp.456-465.
[CrossRef] [SCOPUS Times Cited 595]
 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. 579591.
[CrossRef] [SCOPUS Times Cited 393]
 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 142] [SCOPUS Times Cited 332]
 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. 5370.
[CrossRef] [Web of Science Times Cited 761] [SCOPUS Times Cited 1037]
 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. 763771, May 2014.
[CrossRef] [Web of Science Times Cited 74] [SCOPUS Times Cited 95]
 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. 111, 2017.
[CrossRef] [Web of Science Times Cited 60] [SCOPUS Times Cited 86]
 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. 143146.
[CrossRef] [SCOPUS Times Cited 45]
 M. Li, W. Lou, and K. Ren, "Data security and privacy in wireless body area networks," IEEE Wirel. Commun., vol. 17, no. 1, pp. 5158, Feb. 2010.
[CrossRef] [SCOPUS Times Cited 389]
 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] [SCOPUS Times Cited 79]
 B. Fabian, T. Ermakova, and P. Junghanns, "Collaborative and Secure Sharing of Healthcare Data in Multi-Clouds," Inf. Syst., vol. 48, pp. 132150, Mar. 2015.
[CrossRef] [Web of Science Times Cited 97] [SCOPUS Times Cited 131]
 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. 4344, pp. 7486, Feb. 2015.
[CrossRef] [Web of Science Times Cited 120] [SCOPUS Times Cited 165]
 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.
[CrossRef] [Web of Science Times Cited 51] [SCOPUS Times Cited 63]
 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.
[CrossRef] [Web of Science Times Cited 46] [SCOPUS Times Cited 53]
 E. A. Bossanyi, "Wind Turbine Control for Load Reduction," Wind Energy, vol. 6, no. 3, pp. 229244, Jul. 2003
[CrossRef] [Web of Science Times Cited 75] [SCOPUS Times Cited 351]
 R. E. Precup and S. Preitl, "Optimisation criteria in development of fuzzy controllers with dynamics," Eng. Appl. Artif. Intell., vol. 17, no. 6, pp. 661674, Sep. 2004.
[CrossRef] [Web of Science Times Cited 45] [SCOPUS Times Cited 60]
 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. 12991306, Aug. 2013
[CrossRef] [Web of Science Times Cited 8] [SCOPUS Times Cited 20]
 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. 130144, 2016.
 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. 213229.
[CrossRef] [SCOPUS Times Cited 4952]
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