PPM-HDA: Privacy-Preserving and Multifunctional Health Data Aggregation with Fault Tolerance

IEEE Transactions on Information Forensics and Security

Volumn 11, Issue 9, 2016, Pages 1940-1955

  Han, Song ^a   Zhao, Shuai ^a   Li, Qinghua ^b   Ju, Chun Hua ^a   Zhou, Wanlei ^c  

^a ZHEJIANG GONGSHANG UNIVERSITY   (China)

^b 3202 Bell Engineering Center   (United States)

^c DEAKIN UNIVERSITY   (Australia)

Author keywords

Cloud assisted WBANs; Differential privacy; Fault tolerance; Multifunctional aggregation; Privacy preserving; Spatial aggregation; Temporal aggregation

Indexed keywords

AGGREGATES; FAULT TOLERANCE; HEALTH CARE; NETWORKS (CIRCUITS); REMOTE PATIENT MONITORING; WIRELESS LOCAL AREA NETWORKS (WLAN); WIRELESS NETWORKS;

COMMUNICATION OVERHEADS; COMPUTATIONAL OVERHEADS; DIFFERENTIAL PRIVACIES; PRIVACY PRESERVING; REMOTE HEALTH MONITORING; SPATIAL AGGREGATION; TEMPORAL AGGREGATION; WIRELESS BODY AREA NETWORK;

DATA PRIVACY;

EID: 84978961906     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2015.2472369     Document Type: Article

References (36)

1. H. Viswanathan, B. Chen, and D. Pompili, "Research challenges in computation, communication, and context awareness for ubiquitous healthcare," IEEE Commun. Mag., vol. 50, no. 5, pp. 92-99, May 2012.
2. U. Mitra et al., "KNOWME: A case study in wireless body area sensor network design," IEEE Commun. Mag., vol. 50, no. 5, pp. 116-125, May 2012.
3. J. M. L. P. Caldeira, J. J. P. C. Rodrigues, and P. Lorenz, "Toward ubiquitous mobility solutions for body sensor networks on healthcare," IEEE Commun. Mag., vol. 50, no. 5, pp. 108-115, May 2012.
4. A. Azadeh, I. M. Fam, M. Khoshnoud, and M. Nikafrouz, "Design and implementation of a fuzzy expert system for performance assessment of an integrated health, safety, environment (HSE) and ergonomics system: The case of a gas refinery," Inf. Sci., vol. 178, no. 2, pp. 4280-4300, Nov. 2008.
5. N. Botts, B. Thoms, A. Noamani, and T. A. Horan, "Cloud computing architectures for the underserved: Public health cyberinfrastructures through a network of HealthATMs," in Proc. 43rd Hawaii Int. Conf. IEEE Syst. Sci. (HICSS), Jan. 2010, pp. 1-10.
6. M. Valero, S. S. Jung, A. S. Uluagac, Y. R. Li, and R. Beyah, "Di-Sec: A distributed security framework for heterogeneous wireless sensor networks," in Proc. IEEE INFOCOM, Mar. 2012, pp. 585-593.
7. K. Alharbi and X. Lin, "LPDA: A lightweight privacy-preserving data aggregation scheme for smart grid," in Proc. Int. Conf. Wireless Commun. Signal Process. (WCSP), Oct. 2012, pp. 1-6.
8. W. Jia, H. Zhu, Z. Cao, X. Dong, and C. Xiao, "Human-factor-aware privacy-preserving aggregation in smart grid," IEEE Syst. J., vol. 8, no. 2, pp. 598-607, Jun. 2014.
9. F. Li, B. Luo, and P. Liu, "Secure information aggregation for smart grids using homomorphic encryption," in Proc. 1st IEEE Int. Conf. Smart Grid Commun. (SmartGridComm), Oct. 2010, pp. 327-332.
10. E. Shi, T. H. H. Chan, E. G. Rieffel, R. Chow, and D. Song, "Privacypreserving aggregation of time-series data," in Proc. NDSS, vol. 2. 2011, pp. 1-4.
11. F. D. Garcia and B. Jacobs, "Privacy-friendly energy-metering via homomorphic encryption," in Security and Trust Management, vol. 6710. Berlin, Germany: Springer-Verlag, 2011, pp. 226-238.
12. V. Rastogi and S. Nath, "Differentially private aggregation of distributed time-series with transformation and encryption," in Proc. ACM SIGMOD Int. Conf. Manage. Data, 2010, pp. 735-746.
13. C. Dwork, "Differential privacy," in Automata, Languages and Programming, vol. 4052. Berlin, Germany: Springer-Verlag, 2006, pp. 1-12.
14. C. Dwork, "Differential privacy: A survey of results," in Theory and Applications of Models of Computation, vol. 4978. Berlin, Germany: Springer-Verlag, 2008, pp. 1-19.
15. A. Ghosh, T. Roughgarden, and M. Sundararajan, "Universally utilitymaximizing privacy mechanisms," SIAM J. Comput., vol. 41, no. 6, pp. 1673-1693, 2012.
16. R. Lu, X. Liang, X. Li, X. Lin, and X. Shen, "EPPA: An efficient and privacy-preserving aggregation scheme for secure smart grid communications," IEEE Trans. Parallel Distrib. Syst., vol. 23, no. 9, pp. 1621-1631, Sep. 2012.
17. L. Chen, R. Lu, and Z. Cao, "PDAFT: A privacy-preserving data aggregation scheme with fault tolerance for smart grid communications," Peer-Peer Netw. Appl., vol. 8, no. 6, pp. 1122-1132, Nov. 2015.
18. Z. Erkin and G. Tsudik, "Private computation of spatial and temporal power consumption with smart meters," in Applied Cryptography and Network Security. Berlin, Germany: Springer-Verlag, 2012, pp. 561-577.
19. J. Shi, Y. Zhang, Y. Liu, and Y. Zhang, "PriSense: Privacy-preserving data aggregation in people-centric urban sensing systems," in Proc. IEEE INFOCOM, Mar. 2010, pp. 1-9.
20. R. Zhang, J. Shi, Y. Zhang, and C. Zhang, "Verifiable privacy-preserving aggregation in people-centric urban sensing systems," IEEE J. Sel. Areas Commun., vol. 31, no. 9, pp. 268-278, Sep. 2013.
21. Q. Li, G. Cao, and T. F. La Porta, "Efficient and privacy-aware data aggregation in mobile sensing," IEEE Trans. Dependable Secure Comput., vol. 11, no. 2, pp. 115-129, Mar./Apr. 2013.
22. L. Chen, R. Lu, Z. Cao, K. AlHarbi, and X. Lin, "MuDA: Multifunctional data aggregation in privacy-preserving smart grid communications," Peer-Peer Netw. Appl., vol. 8, no. 5, pp. 777-792, Sep. 2015.
23. (2009). Medical Body Area Networks First Report and Order. [Online]. Available: http://www.fcc.gov/document/medical-body-areanetworks- first-report-and-order
24. D. Boneh, K. Rubin, and A. Silverberg, "Finding composite order ordinary elliptic curves using the Cocks-Pinch method," J. Number Theory, vol. 131, no. 5, pp. 832-841, May 2011.
25. D. Boneh, E. J. Goh, and K. Nissim, "Evaluating 2-DNF formulas on ciphertexts," in Theory of Cryptography, vol. 3378. Berlin, Germany: Springer-Verlag, 2005, pp. 325-341.
26. A. J. Menezes, P. C. van Oorschot, and S. A. Vanstone, Handbook of Applied Cryptography. Boca Raton, FL, USA: CRC Press, 1996.
27. J. Cheng, H. Yang, S. H. Y. Wong, P. Zerfos, and S. Lu, "Design and implementation of cross-domain cooperative firewall," in Proc. IEEE Int. Conf. Netw. Protocols (ICNP), Oct. 2007, pp. 284-293.
28. A. X. Liu and F. Chen, "Collaborative enforcement of firewall policies in virtual private networks," in Proc. 27th ACM Symp. Principles Distrib. Comput., 2008, pp. 95-104.
29. F. Chen and A. X. Liu, "SafeQ: Secure and efficient query processing in sensor networks," in Proc. IEEE INFOCOM, Mar. 2010, pp. 1-9.
30. Y. Yao, N. Xiong, J. H. Park, L. Ma, and J. Liu, "Privacy-preserving max/min query in two-tiered wireless sensor networks," Comput. Math. Appl., vol. 65, no. 9, pp. 1318-1325, May 2013.
31. P. Gupta and N. McKeown, "Algorithms for packet classification," IEEE Netw., vol. 15, no. 2, pp. 24-32, Mar./Apr. 2001.
32. Y.-K. Chang, "Fast binary and multiway prefix searches for packet forwarding," Comput. Netw., vol. 51, no. 3, pp. 588-605, Feb. 2007.
33. A. Shamir, "How to share a secret," Commun. ACM, vol. 22, no. 11, pp. 612-613, Nov. 1979.
34. K. Zhang, X. Liang, M. Baura, R. Lu, and X. Shen, "PHDA: A priority based health data aggregation with privacy preservation for cloud assisted WBANs," Inf. Sci., vol. 284, pp. 130-141, Nov. 2014.
35. OpenSSL 1.0.2. [Online]. Available: http://www.openssl.org/source/
36. J. Fan, Q. Li, and G. Cao, "Privacy-aware and trustworthy data aggregation in mobile sensing," in Proc. IEEE Conf. Commun. Netw. Secur. (CNS), to be published.