SPFM: Scalable and Privacy-Preserving Friend Matching in Mobile Cloud

IEEE Internet of Things Journal

Volumn 4, Issue 2, 2017, Pages 583-591

  Li, Mengyuan ^a   Ruan, Na ^a   Qian, Qiyang ^a   Zhu, Haojin ^a   Liang, Xiaohui ^b   Yu, Le ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b UNIVERSITY OF MASSACHUSETTS BOSTON   (United States)

Author keywords

Cloud security; friend matching; privacy preserving; XOR

Indexed keywords

SOCIAL NETWORKING (ONLINE);

CLOUD SECURITIES; EXTENSIVE SIMULATIONS; FRIEND MATCHING; MOBILE SOCIAL NETWORKS; PERSONAL INFORMATION; PRIVACY PRESERVING; SCALABLE SOLUTION; SECURITY ANALYSIS;

DATA PRIVACY;

EID: 85019023409     PISSN: None     EISSN: 23274662     Source Type: Journal    
DOI: 10.1109/JIOT.2016.2582780     Document Type: Article

References (27)

1. A. Acquisti, L. Brandimarte, and G. Loewenstein, "Privacy and human behavior in the age of information, " Science, vol. 347, no. 6221, pp. 509-514, 2015.
2. D. Lewis. (Jul. 2015). iCloud Data Breach: Hacking and Celebrity Photos. [Online]. Available: http://www.forbes.com/sites/davelewis/2014/09/02/icloud-data-breach-hacking-And-nude-celebrity-photos/
3. R. Shokri, G. Theodorakopoulos, C. Troncoso, J.-P. Hubaux, and J.-Y. Le Boudec, "Protecting location privacy: Optimal strategy against localization attacks, " in Proc. ACM Conf. Comput. Commun. Secur., Raleigh, NC, USA, 2012, pp. 617-627.
4. M. Li, N. Cao, S. Yu, and W. Lou, "FindU: Privacy-preserving personal profile matching in mobile social networks, " in Proc. IEEE INFOCOM, Shanghai, China, 2011, pp. 2435-2443.
5. W. Dong, V. Dave, L. Qiu, and Y. Zhang, "Secure friend discovery in mobile social networks, " in Proc. IEEE INFOCOM, Shanghai, China, 2011, pp. 1647-1655.
6. J. He, M. Dong, K. Ota, M. Fan, and G. Wang, "NetSecCC: A scalable and fault-Tolerant architecture for cloud computing security, " Peer-To-Peer Netw. Appl., vol. 9, no. 1, pp. 67-81, 2016.
7. M. Dong, H. Li, K. Ota, L. T. Yang, and H. Zhu, "Multicloud-based evacuation services for emergency management, " IEEE Cloud Comput., vol. 1, no. 4, pp. 50-59, Nov. 2014.
8. R. Lu, X. Lin, X. Liang, and X. Shen, "A secure handshake scheme with symptoms-matching for mHealthcare social network, " Mobile Netw. Appl., vol. 16, no. 6, pp. 683-694, 2011.
9. M. von Arb, M. Bader, M. Kuhn, and R. Wattenhofer, "Veneta: Serverless friend-of-friend detection in mobile social networking, " in Proc. IEEE Int. Conf. Wireless Mobile Comput., Avignon, France, 2008, pp. 184-189.
10. L. Kissner and D. Song, "Privacy-preserving set operations, " in Advances in Cryptology-CRYPTO. Heidelberg, Germany: Springer, 2005, pp. 241-257.
11. Q. Ye, H. Wang, and J. Pieprzyk, "Distributed private matching and set operations, " in Information Security Practice and Experience. Heidelberg, Germany: Springer, 2008, pp. 347-360.
12. M. J. Freedman, K. Nissim, and B. Pinkas, "Efficient private matching and set intersection, " in Advances in Cryptology-EUROCRYPT. Heidelberg, Germany: Springer, 2004, pp. 1-19.
13. E. De Cristofaro and G. Tsudik, "Practical private set intersection protocols with linear complexity, " in Financial Cryptography and Data Security. Heidelberg, Germany: Springer, 2010, pp. 143-159.
14. R. Agrawal and R. Srikant, "Privacy-preserving data mining, " in ACM Sigmod Rec., vol. 29, no. 2, pp. 439-450, 2000.
15. M. Bellare, A. Boldyreva, and A. O'Neill, "Deterministic and efficiently searchable encryption, " in Advances in Cryptology-CRYPTO. Heidelberg, Germany: Springer, 2007, pp. 535-552.
16. A. Boldyreva, S. Fehr, and A. O'Neill, "On notions of security for deterministic encryption, and efficient constructions without random oracles, " in Advances in Cryptology-CRYPTO. Heidelberg, Germany: Springer, 2008, pp. 335-359.
17. R. Agrawal, J. Kiernan, R. Srikant, and Y. Xu, "Order preserving encryption for numeric data, " in Proc. ACM SIGMOD Int. Conf. Manag. Data, New York, NY, USA, 2004, pp. 563-574.
18. A. Boldyreva, N. Chenette, Y. Lee, and A. O'Neill, "Order-preserving symmetric encryption, " in Advances in Cryptology-EUROCRYPT. Heidelberg, Germany: Springer, 2009, pp. 224-241.
19. A. Narayanan, N. Thiagarajan, M. Lakhani, M. Hamburg, and D. Boneh, "Location privacy via private proximity testing, " in Proc. NDSS, San Diego, CA, USA, 2011.
20. A. Thapa, M. Li, S. Salinas, and P. Li, "Asymmetric social proximity based private matching protocols for online social networks, " IEEE Trans. Parallel Distrib. Syst., vol. 26, no. 6, pp. 1547-1559, Jun. 2015.
21. X. Liang, M. Barua, R. Lu, X. Lin, and X. S. Shen, "HealthShare: Achieving secure and privacy-preserving health information sharing through health social networks, " Comput. Commun., vol. 35, no. 15, pp. 1910-1920, 2012.
22. R. Zhang, Y. Zhang, J. Sun, and G. Yan, "Fine-grained private matching for proximity-based mobile social networking, " in Proc. IEEE INFOCOM, Orlando, FL, USA, 2012, pp. 1969-1977.
23. R. Zhang, J. Zhang, Y. Zhang, J. Sun, and G. Yan, "Privacy-preserving profile matching for proximity-based mobile social networking, " IEEE J. Sel. Areas Commun., vol. 31, no. 9, pp. 656-668, Sep. 2013.
24. C.Wang, S. S. Chow, Q.Wang, K. Ren, andW. Lou, "Privacy-preserving public auditing for secure cloud storage, " IEEE Trans. Comput., vol. 62, no. 2, pp. 362-375, Feb. 2013.
25. J. Sun, R. Zhang, and Y. Zhang, "Privacy-preserving spatiotemporal matching, " in Proc. IEEE INFOCOM, Turin, Italy, 2013, pp. 800-808.
26. T. Jung, et al., "Privacy-preserving data aggregation without secure channel: Multivariate polynomial evaluation, " in Proc. IEEE INFOCOM, Turin, Italy, 2013, pp. 2634-2642.
27. J. Sun, R. Zhang, and Y. Zhang, "Privacy-preserving spatiotemporal matching for secure device-To-device communications, " IEEE Internet Things J., to be published.