A Security Model for Preserving the Privacy of Medical Big Data in a Healthcare Cloud Using a Fog Computing Facility with Pairing-Based Cryptography

IEEE Access

Volumn 5, Issue , 2017, Pages 22313-22328

  Al Hamid, Hadeal Abdulaziz ^a   Rahman, Sk Md Mizanur ^a   Shamim Hossain, M ^a   Almogren, Ahmad ^b   Alamri, Atif ^a  

^a KING SAUD UNIVERSITY   (Saudi Arabia)

^b KING SAUD UNIVERSITY   (Saudi Arabia)

Author keywords

decoy technique; fog computing; Key management; medical big data; pairing based cryptography; security and privacy

Indexed keywords

COMPUTERIZED TOMOGRAPHY; CRYPTOGRAPHY; DATA PRIVACY; DIGITAL STORAGE; ELECTRONIC DOCUMENT EXCHANGE; FOG; HEALTH CARE; MEDICAL COMPUTING; PUBLIC KEY CRYPTOGRAPHY; TELEMEDICINE;

AUTHENTICATED KEY AGREEMENT PROTOCOLS; DECOY TECHNIQUE; ELECTRONIC MEDICAL RECORD; HEALTH CARE PROFESSIONALS; KEY MANAGEMENT; PAIRING-BASED CRYPTOGRAPHY; SECURITY AND PRIVACY; TELECOMMUNICATION TECHNOLOGIES;

BIG DATA;

EID: 85030773477     PISSN: None     EISSN: 21693536     Source Type: Journal    
DOI: 10.1109/ACCESS.2017.2757844     Document Type: Article

References (53)

1. M. Chen, J. Yang, Y. Hao, S. Mao, and K. Hwang, ''A 5G cognitive system for healthcare, '' Big Data Cognit. Comput., vol. 1, no. 1, p. 2, 2017, doi: 10.3390/.bdcc1010002.
2. Frost & Sullivan: Drowning in Big Data? Reducing Information Technology Complexities and Costs for Healthcare Organizations. [Online]. Available: http://www.emc.com/collateral/analyst-reports/frost-sullivan-reducing-information-Technology-complexities-Ar.pdf
3. M. Chen, S. Mao, and Y. Liu, ''Big data: A survey, '' Mobile Netw. Appl., vol. 19, no. 2, pp. 171-209, Apr. 2014.
4. M. S. Hossain and G. Muhammad, ''Healthcare big data voice pathol-ogy assessment framework, '' IEEE Access, vol. 4, no. 1, pp. 7806-7815, Dec. 2016.
5. M. Chen, Y. Hao, K. Hwang, L. Wang, and L. Wang, ''Disease prediction by machine learning over big data from healthcare communities, '' IEEE Access, vol. 5, no. 1, pp. 8869-8879, 2017.
6. M. Chen, P. Zhou, and G. Fortino, ''Emotion communication system, '' IEEE Access, vol. 5, pp. 326-337, 2017.
7. M. Chen, Y. Ma, Y. Li, D. Wu, Y. Zhang, and C.-H. Youn, ''Wearable 2.0: Enabling human-cloud integration in next genera-Tion healthcare systems, '' IEEE Commun., vol. 55, no. 1, pp. 54-61, Jan. 2017.
8. J. Bian, U. Topaloglu, and F. Yu, ''Towards large-scale twitter mining for drug-related adverse events, '' in Proc. SHB, Maui, HI, USA, 2012, pp. 25-32.
9. M. S. Hossain and G. Muhammad, ''Cloud-Assisted industrial Internet of Things (IIoT)-Enabled framework for health monitoring, '' Comput. Netw., vol. 101 pp. 192-202, Jun. 2016.
10. W. Raghupathi and V. Raghupathi, ''An overview of health analytics, '' J. Health Med. Informat., vol. 4, no. 3, pp. 1-11, 2013.
11. M. S. Hossain, G. Muhammad, S. M. M. Rahman, W. Abdul, A. Alelaiwi, and A. Alamri, ''Toward end-To-end biomet rics-based security for IoT infrastructure, '' IEEE Wireless Commun. Mag., vol. 23, no. 5, pp. 45-51, Oct. 2016.
12. I. Foster, Y. Zhao, I. Raicu, and S. Lu, ''Cloud computing and grid com-puting 360-degree compared, '' in Proc. Grid Comput. Environ. Workshop, Austin, TX, USA, Nov. 2008, pp. 1-10.
13. P. T. Grance. (Oct. 2009). The NIST De-nition of Cloud Computing. [Online]. Available: http://csrc.nist.gov/groups/SNS/cloud-computing
14. D. Sangita, C. Ankita, and P. Reshamlal, ''A review on issues and chal-lenges of cloud computing, '' Int. J. Innov. Adv. Comput. Sci., vol. 4, no. 1, pp. 81-88, 2015.
15. B. A. Akyol, ''Cyber security challenges in using cloud computing in the electric utility industry, '' Pacific Nortwest Nat. Lab., Washington, DC, USA, Tech. Rep. PNNL-21724, Sep. 2012.
16. F. Lombardi and R. Di Pietro, ''Secure virtualization for cloud computing, '' J. Netw. Comput. Appl., vol. 34, no. 4, pp. 1113-1122, 2010.
17. S. Zawoad and R. Hasan. (Feb. 2013). ''Cloud forensics: A meta-study of challenges, approaches, and open problems.'' [Online]. Available: http://arxiv.org/abs/1302.6312
18. D. Kumar and K. Morarjee, ''Survey on insider data theft misuse attacks in the cloud, '' Int. J. Comput. Sci. Mobile Appl., vol. 2, no. 2, pp. 26-29, 2014.
19. J Shropshire, ''Extending the cloud with fog: Security challenges and opportunities, '' in Proc. 20th Amer. Conf. Inf. Syst., Savannah, Georgia, 2014, pp. 1-10.
20. M. Kaur and M. Bharti, ''Fog computing providing data security: A review, '' Int. J. Adv. Res. Comput. Sci. Softw. Eng., vol. 4, no. 1, pp. 832-834, 2014.
21. J. Voris, J. Jill, A. Keromytis, and S. Stolfo, ''Bait and snitch: Defending computer systems with decoys, '' Dept. Comput. Sci., Columbia Univ. Acad. Commons, New York, NY, USA, Tech. Rep., 2013. [Online]. Avail-Able: https://doi.org/10.7916/D8RN3H9S
22. S. J. Stolfo, M. B. Salem, and A. D. Keromytis, ''Fog computing: Mitigat-ing insider data theft attacks in the cloud, '' in Proc. IEEE CS Secur. Privacy Workshops, May 2012, pp. 125-128.
23. B. R. Singh, S. Sunanda, and Y. Moligi Sangeetha Lakshmi Kanth, ''A secure framework for mollifying attacks in cloud, '' Int. J. Comput. Trends Technol., vol. 16, pp. 204-207, 2014.
24. S. P. Karekar and S. M. Vaidya, ''Perspective of decoy technique using mobile fog computing with effect to wireless environment, '' Int. J. Sci. Eng. Technol. Res., vol. 4, no. 14, pp. 2620-2626, 2015.
25. M. Hajibaba and S. Gorgin, ''A review on modern distributed computing paradigm: Cloud computing, jungle computing and fog computing, '' J. Comput. Inf. Technol., vol. 22, no. 2, pp. 69-84, 2014.
26. F. Bonomi, R. Milito, J. Zhu, and S. Addepalli, ''Fog computing and its role in the Internet of Things, '' in Proc. 1st Ed. MCC Workshop Mobile Cloud Comput., 2012, pp. 13-16.
27. S. M. M. Rahman and K. El-Khatib, ''Private key agreement and secure communication for heterogeneous sensor networks, '' J. Parallel Distrib. Comput., vol. 70, no. 8, pp. 858-870, 2010.
28. D. Meffert, ''Bilinear pairing in cryptography, '' M.S.Thesis, Dept. Comput. Sci., Radboud Univ., Nijmegen, The Netherland, 2009.
29. A. Menezes, ''An introduction to pairing-based cryptography, '' in Recent Trends in Cryptography. Providence, RI, USA: AMS, 2009, pp. 47-65.
30. D. Moody, R. Peralta, R. Perlner, A. Regenscheid, A. Roginsky, and L. Chen, ''Report on pairing-based cryptography, '' J. Res. Nat. Inst. Stan-dards Technol., vol. 120, pp. 11-27, Feb. 2015.
31. W. A. Jansen, ''Cloud hooks: Security and privacy issues in cloud com-puting, '' in Proc. HAWAII Int. Conf. Syst. Sci., Koloa, HI, USA, Jan. 2011, pp. 1-10.
32. A. A. Aldaraiseh, D. Alomari, H. Alhamid, N. Hamad, and R. Althemali, ''Effectiveness of iPhone's touch ID: KSA case study, '' Int. J. Adv. Comput. Sci., vol. 6, no. 1, pp. 154-161, 2015.
33. H. A. Al-Hamid and S. M. M. Rahman, ''Securing photos in the cloud using decoy photo gallery, '' in Proc. Int. Conf. Wireless Commun., Signal Process. Netw. (WiSPNET), Chennai, India, Mar. 2017, pp. 65-1-65-7.
34. S. S. Vikas, K. Gurudatt, K. Pawan, and G. Shyam, ''Mobile cloud com-puting: Security threats, '' in Proc. Int. Conf. Electron. Commun. Syst., Coimbatore, India, Feb. 2014, pp. 1-4.
35. E. Aruna, C. Prasad, and M. A. Reddy, ''Securing the cloud using decoy information technology to preventing them from distinguishing the real sensitive data from fake worthless data, '' Int. J. Adv. Res. Comput. Sci. Softw. Eng., vol. 3, pp. 292-299, Sep. 2013.
36. D. Patil, S. Patil, D. Pote, and N. Koli, ''Secured cloud computing with decoy documents, '' Int. J. Adv. Comput. Sci. Cloud Comput., vol. 2, no. 2, pp. 43-45, 2014.
37. S. Khairnar and D. Borkar, ''Fog computing: A new concept to minimize the attacks and to provide security in cloud computing environment, '' Int. J. Res. Eng. Technol., vol. 3, no. 6, pp. 124-127, 2014.
38. M. Sriram, V. Patel, D. Harishma, and N. Lakshmanan, ''A hybrid protocol to secure the cloud from insider threats, '' in Proc. IEEE Int. Conf. Cloud Comput. Emerg. Markets (CCEM), Bangalore, India, Oct. 2014, pp. 1-5.
39. A. R. Vinod, B. S. Sunidatta, K. U. Rani, and P. P. Sasidharan, ''Hindering data theft attacks through fog computing, '' Int. J. Res. Eng. Technol., vol. 3, no. 9, pp. 427-429, 2014.
40. W. Liu, ''Research on cloud computing security problem and strategy, '' in Proc. IEEE Conf., Yichang, China, Apr. 2012, pp. 1216-1219.
41. A. Cufoglu, ''User pro-ling-A short review, '' Int. J. Comput. Appl., vol. 108, no. 3, pp. 1-9, 2014.
42. P. Gaur and N. Manglani, ''A survey on image encryption and decryption using blowfish & watermarking, '' Int. J. Recent Innov. Trend Comput. Commun., vol. 3, no. 5, pp. 3285-3288, 2015.
43. P. Singh, ''Image encryption and decryption using blowfish algorithm in MATLAB, '' Int. J. Sci. Eng. Res., vol. 4, no. 7, pp. 150-154, 2013.
44. H. B. Nguyen, ''An overview of the NTRU cryptographic system, '' M.S.Thesis, Dept. Math. Stat., Univ. San Diego, San Diego, CA, USA, 2014.
45. H. Gohel, ''Design and development of combined algorithm computing technique to enhanceWeb security, '' Int. J. Innov. Emerg. Res. Eng., vol. 2, no. 1, pp. 76-79, 2015.
46. N. Gura, A. Patel, A. Wander, H. Eberle, and S. Shantz, ''Comparing elliptic curve cryptography and RSA on 8-bit CPUs, '' in Cryptographic Hardware and Embedded Systems (Lecture Notes in Computer Science), vol. 3156. Berlin, Germany: Springer, 2004.
47. A. Singh, A. K. Awasthi, and K. Singh, ''A key agreement algorithm based on ECDSA for wireless sensor network, '' in Proc. 3rd Int. Conf. Adv. Comput. Netw. Inform., 2015, pp. 143-149.
48. N. Jansma and B. Arrendondo, ''Performance comparison of elliptic curve and rsa digital signatures, '' Univ. Michigan College Eng., MI, USA, Tech. Rep., Apr. 2004.
49. N. Tyagi and A. Ganpati, ''Comparative analysis of symmetric key encryp-Tion algorithms, '' Int. J. Adv. Res. Comput. Sci. Softw. Eng., vol. 4, no. 8, pp. 348-354, Aug. 2014.
50. N. Kumar and J. Thakur, ''DES, AES and blowfish: Symmetric key cryptography algorithms simulation based performance analysis, '' Int. J. Emerg. Technol. Adv. Eng., vol. 1, no. 1, pp. 6-12, Dec. 2011.
51. S. M. M. Rahman, M. Masud, A. N. M. Noman, A. Alamri, and M. M. Hassan, ''Towards secure data exchange in peer-To-peer data man-Agement systems, '' Appl. Math. Inf. Sci., vol. 8, no. 6, pp. 2775-2787, 2014.
52. M. Scott, N. Costigan, andW. Abdulwahab, ''Implementing cryptographic pairing on smartcards, '' Cryptographic Hardware and Embedded Systems (Lecture Note in Computer Science). Berlin, Germany: Springer, 2006.
53. B. Nayak, ''Signcryption schemes based on elliptic curve cryptography, '' M.S.Thesis, Dept. Comput. Sci. Eng., Univ. Nat. Inst. Technol., Rourkela, India, 2014.