A Three-Layer Privacy Preserving Cloud Storage Scheme Based on Computational Intelligence in Fog Computing

IEEE Transactions on Emerging Topics in Computational Intelligence

Volumn 2, Issue 1, 2018, Pages 3-12

  Wang, Tian ^a   Zhou, Jiyuan ^a   Chen, Xinlei ^a   Wang, Guojun ^b   Liu, Anfeng ^c   Liu, Yang ^d  

^a HUAQIAO UNIVERSITY   (China)

^b GUANGZHOU UNIVERSITY   (China)

^c CENTRAL SOUTH UNIVERSITY   (China)

^d BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Cloud computing; cloud storage; fog computing; privacy protection

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLOUD COMPUTING; CRYPTOGRAPHY; DATA PRIVACY; DIGITAL STORAGE; FOG;

CLOUD COMPUTING TECHNOLOGIES; CLOUD STORAGES; ENCRYPTION TECHNOLOGIES; EXPERIMENTAL EVALUATION; PRIVACY LEAKAGES; PRIVACY PRESERVING; PRIVACY PROTECTION; UNSTRUCTURED DATA;

FOG COMPUTING;

EID: 85045547948     PISSN: None     EISSN: 2471285X     Source Type: Journal    
DOI: 10.1109/TETCI.2017.2764109     Document Type: Article

References (33)

1. P. Mell and T. Grance, "The NIST definition of cloud computing," Nat. Inst. Stand. Technol., vol. 53, no. 6, pp. 50-50, 2009.
2. H. T. Dinh, C. Lee, D. Niyato, and P. Wang, "A survey of mobile cloud computing: Architecture, applications, and approaches," Wireless Commun. Mobile Comput., vol. 13, no. 18, pp. 1587-1611, 2013.
3. J. Chase, R. Kaewpuang, W. Yonggang, and D. Niyato, "Joint virtual machine and bandwidth allocation in software defined network (sdn) and cloud computing environments," in Proc. IEEE Int. Conf. Commun., 2014, pp. 2969-2974.
4. H. Li, W. Sun, F. Li, and B. Wang, "Secure and privacy-preserving data storage service in public cloud," J. Comput. Res. Develop., vol. 51, no. 7, pp. 1397-1409, 2014.
5. Y. Li, T. Wang, G. Wang, J. Liang, and H. Chen, "Efficient data collection in sensor-cloud system with multiple mobile sinks," in Proc. Adv. Serv. Comput., 10th Asia-Pac. Serv. Comput. Conf., 2016, pp. 130-143.
6. L. Xiao, Q. Li, and J. Liu, "Survey on secure cloud storage," J. Data Acquis. Process., vol. 31, no. 3, pp. 464-472, 2016.
7. R. J. McEliece and D. V. Sarwate, "On sharing secrets and reed-solomon codes," Commun. ACM, vol. 24, no. 9, pp. 583-584, 1981.
8. J. S. Plank, "T1: Erasure codes for storage applications," in Proc. 4th USENIX Conf. File Storage Technol., 2005, pp. 1-74.
9. R. Kulkarni, A. Forster, and G. Venayagamoorthy, "Computational intelligence in wireless sensor networks: A survey," IEEE Commun. Surv. Tuts., vol. 13, no. 1, pp. 68-96, First Quarter 2011.
10. Z. Xia, X. Wang, L. Zhang, Z. Qin, X. Sun, and K. Ren, "A privacypreserving and copy-deterrence content-based image retrieval scheme in cloud computing," IEEE Trans. Inf. Forensics Security, vol. 11, no. 11, pp. 2594-2608, Nov. 2016.
11. J. Shen, D. Liu, J. Shen, Q. Liu, and X. Sun, "A secure cloud-assisted urban data sharing framework for ubiquitous-cities," Pervasive Mobile Comput., vol. 41, pp. 219-230, 2017.
12. Z. Fu, F. Huang, K. Ren, J. Weng, and C. Wang, "Privacy-preserving smart semantic search based on conceptual graphs over encrypted outsourced data," IEEE Trans. Inf. Forensics Security, vol. 12, no. 8, pp. 1874-1884, Aug. 2017.
13. J. Hou, C. Piao, and T. Fan, "Privacy preservation cloud storage architecture research," J. Hebei Acad. Sci., vol. 30, no. 2, pp. 45-48, 2013.
14. Q. Hou, Y. Wu, W. Zheng, and G. Yang, "A method on protection of user data privacy in cloud storage platform," J. Comput. Res. Develop., vol. 48, no. 7, pp. 1146-1154, 2011.
15. P. Barham et al., "Xen and the art of virtualization," ACM SIGOPS Oper. Syst. Rev., vol. 37, no. 5, pp. 164-177, 2003.
16. G. Feng, "A data privacy protection scheme of cloud storage," vol. 14, no. 12, pp. 174-176, 2015.
17. Z. Fu, X. Wu, C. Guan, X. Sun, and K. Ren, "Toward efficient multikeyword fuzzy search over encrypted outsourced data with accuracy improvement," IEEE Trans. Inf. Forensics Security, vol. 11, no. 12, pp. 2706-2716, Dec. 2016.
18. Z. Fu, K. Ren, J. Shu, X. Sun, and F. Huang, "Enabling personalized search over encrypted outsourced data with efficiency improvement," IEEE Trans. Parallel Distrib. Syst., vol. 27, no. 9, pp. 2546-2559, Sep. 2016.
19. Z. Xia, X. Wang, X. Sun, and Q. Wang, "A secure and dynamic multikeyword ranked search scheme over encrypted cloud data," IEEE Trans. Parallel Distrib. Syst., vol. 27, no. 2, pp. 340-352, Feb. 2016.
20. Z. Fu, F. Huang, X. Sun, A. Vasilakos, and C.-N. Yang, "Enabling semantic search based on conceptual graphs over encrypted outsourced data," IEEE Trans. Serv. Comput.. [Online]. Available: http://doi.ieeecomputersociety.org/10.1109/TSC.2016.2622697
21. G. Kulkarni, R. Waghmare, R. Palwe, V. Waykule, H. Bankar, and K. Koli, "Cloud storage architecture," in Proc. 7th Int. Conf. Telecommun. Syst., Serv., Appl., 2012, pp. 76-81.
22. C. Wang, S. S. Chow, Q. Wang, K. Ren, and W. Lou, "Privacy-preserving public auditing for secure cloud storage," IEEE Trans. Comput., vol. 62, no. 2, pp. 362-375, Feb. 2013.
23. J. Shen, J. Shen, X. Chen, X. Huang, and W. Susilo, "An efficient public auditing protocol with novel dynamic structure for cloud data," IEEE Trans. Inf. Forensics Security, vol. 12, no. 10, pp. 2402-2415, Oct. 2017.
24. L. Wei et al., "Security and privacy for storage and computation in cloud computing," Inf. Sci., vol. 258, pp. 371-386, 2014.
25. R. Atan, A.M. Talib, and M. A. A. Murad, "Formulating a security layer of cloud data storage framework based on multi agent system architecture," GSTF J. Comput., vol. 1, no. 1, pp. 121-124, 2014.
26. M. Z. A. Bhuiyan, T. Wang, T. Hayajneh, and G. M. Weiss, "Maintaining the balance between privacy and data integrity in internet of things," in Proc. Int. Conf. Manage. Eng., Softw. Eng. Serv. Sci., 2017, pp. 177-182.
27. F. Bonomi, R. Milito, J. Zhu, and S. Addepalli, "Fog computing and its role in the internet of things," in Proc. 1st Edition MCC Workshop Mobile Cloud Comput, 2012, pp. 13-16.
28. J. Yick, B. Mukherjee, and D. Ghosal, "Wireless sensor network survey," Comput. Netw., vol. 52, no. 12, pp. 2292-2330, 2008.
29. T. Wang et al., "Maximizing real-time streaming services based on a multi-servers networking framework," Comput. Netw., vol. 93, pp. 199-212, 2015.
30. T. Wang et al., "Reliable wireless connections for fast-moving rail users based on a chained fog structure," Inf. Sci., vol. 379, pp. 160-176, 2017.
31. J. Zeng, T. Wang, Y. Lai, J. Liang, and H. Chen, "Data delivery from WSNs to cloud based on a fog structure," in Proc. Int. Conf. Adv. Cloud Big Data, 2016, pp. 104-109.
32. M. D. Dikaiakos, D. Katsaros, P. Mehra, G. Pallis, and A. Vakali, "Cloud computing: Distributed internet computing for it and scientific research," IEEE Internet Comput., vol. 13, no. 5, pp. 10-13, Sep./Oct. 2009.
33. R. Steinberg, "A geometric approach to the representations of the full linear group over a galois field," Trans. Amer. Math. Soc., vol. 71, no. 2, pp. 274-282, 1951.