POP: Privacy-Preserving Outsourced Photo Sharing and Searching for Mobile Devices

Proceedings - International Conference on Distributed Computing Systems

Volumn 2015-July, Issue , 2015, Pages 308-317

  Zhang, Lan ^a   Jung, Taeho ^b   Liu, Cihang ^a   Ding, Xuan ^a   Li, Xiang Yang ^a,b   Liu, Yunhao ^a  

^a TSINGHUA UNIVERSITY   (China)

^b Illinois Institute of Technology   (United States)

Author keywords

Photo Privacy; Privacy preserving Photo Searching

Indexed keywords

DATA PRIVACY; IMAGE ANALYSIS; INTERNET PROTOCOLS; MOBILE TELECOMMUNICATION SYSTEMS; NETWORK ARCHITECTURE; USER EXPERIENCE;

COMPUTATION OVERHEADS; IMAGE SIMILARITY; IMAGE SIMILARITY COMPUTATION; MOBILE DEVICE USERS; PRIVACY PRESERVING; PRIVACY PROTECTION; PRIVACY-PRESERVING PROTOCOLS; PROTOTYPE IMPLEMENTATIONS;

SEARCH ENGINES;

EID: 84944317130     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDCS.2015.39     Document Type: Conference Paper

References (33)

1. A. Alahi, R. Ortiz, and P. Vandergheynst, "Freak: Fast retina keypoint," in CVPR. IEEE, 2012
2. H. Bay, A. Ess, T. Tuytelaars, and L. Van Gool, "Speeded-up robust features (surf)," CVIU, vol. 110, No. 3, pp. 346-359, 2008
3. J. Bethencourt, A. Sahai, and B. Waters, "Ciphertext-policy attributebased encryption," in S&P. IEEE, 2007, pp. 321-334
4. C. Bo, G. Shen, J. Liu, X.-Y. Li, Y. Zhang, and F. Zhao, "Privacy. tag: Privacy concern expressed and respected," in SenSys. ACM, 2014
5. M. Calonder, V. Lepetit, C. Strecha, and P. Fua, "Brief: Binary robust independent elementary features," in ECCV, 2010
6. J. Camenisch, G. Neven et al., "Simulatable adaptive oblivious transfer," in EUROCRYPT. Springer, 2007, pp. 573-590
7. M. Chase and S. S. Chow, "Improving privacy and security in multiauthority attribute-based encryption," in CCS. ACM, 2009
8. R. Curtmola, J. Garay, S. Kamara, and R. Ostrovsky, "Searchable symmetric encryption: improved definitions and efficient constructions," in CCS. ACM, 2006
9. Z. Erkin, M. Franz, J. Guajardo, S. Katzenbeisser, I. Lagendijk, and T. Toft, "Privacy-preserving face recognition," in Privacy Enhancing Technologies. Springer, 2009, pp. 235-253
10. C. Gentry, "Fully homomorphic encryption using ideal lattices." in STOC, vol. 9, 2009, pp. 169-178
11. G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller, "Labeled faces in the wild: A database for studying face recognition in unconstrained environments," Tech. Rep
12. H. Jegou, M. Douze, and C. Schmid, "Hamming embedding and weak geometric consistency for large scale image search," in ECCV, 2008
13. T. Jung, X.-Y. Li, Z. Wan, and M. Wan, "Privacy preserving cloud data access with multi-authorities," in INFOCOM. IEEE, 2013
14. B. Leibe, E. Seemann, and B. Schiele, "Pedestrian detection in crowded scenes," in CVPR. IEEE, 2005
15. M. Li, S. Yu, W. Lou, and Y. T. Hou, "Toward privacy-assured cloud data services with flexible search functionalities," in ICDCSW. IEEE, 2012
16. T. Lindeberg, "Feature detection with automatic scale selection," IJCV, vol. 30, No. 2, pp. 79-116, 1998
17. Y. Lindell and B. Pinkas, "A proof of yao's protocol for secure two-party computation." IACR Cryptology ePrint Archive, p. 175, 2004
18. D. G. Lowe, "Distinctive image features from scale-invariant keypoints," IJCV, vol. 60, No. 2, pp. 91-110, 2004
19. J. Luo, Y. Ma, E. Takikawa, S. Lao, M. Kawade, and B.-L. Lu, "Personspecific sift features for face recognition," in ICASSP. IEEE, 2007
20. M. McDonnell, "Box-filtering techniques," Computer Graphics and Image Processing, vol. 17, No. 1, pp. 65-70, 1981
21. K. Mikolajczyk and C. Schmid, "Scale & affine invariant interest point detectors," IJCV, vol. 60, No. 1, pp. 63-86, 2004
22. M. Muja and D. G. Lowe, "Fast approximate nearest neighbors with automatic algorithm configuration." in VISAPP (1), 2009, pp. 331-340
23. S. Mukherjee, Z. Chen, and A. Gangopadhyay, "A privacy-preserving technique for euclidean distance-based mining algorithms using fourierrelated transforms," VLDB Journal, vol. 15, No. 4, pp. 293-315, 2006
24. P. Paillier, "Public-key cryptosystems based on composite degree residuosity classes," in EUROCRYPT. Springer, 1999, pp. 223-238
25. K. Peker, "Binary sift: Fast image retrieval using binary quantized sift features," in CBMI, 2011
26. M.-R. Ra, R. Govindan, and A. Ortega, "P3: Toward privacy-preserving photo sharing," in NSDI. USENIX, 2013
27. Y. Ren, Y. Chen, J. Yang, and B. Xie, "Privacy-preserving ranked multikeyword search leveraging polynomial function in cloud computing," in Globecom. IEEE, 2014
28. A.-R. Sadeghi, T. Schneider, and I. Wehrenberg, "Efficient privacypreserving face recognition," in Information, Security and Cryptology. Springer Berlin Heidelberg, 2010, pp. 229-244
29. P. Simoens, Y. Xiao, P. Pillai, Z. Chen, K. Ha, and M. Satyanarayanan, "Scalable crowd-sourcing of video from mobile devices," in MobiSys. ACM, 2013
30. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of cognitive neuroscience, vol. 3, No. 1, pp. 71-86, 1991
31. P. Viola and M. J. Jones, "Robust real-time face detection," International journal of computer vision, vol. 57, No. 2, pp. 137-154, 2004
32. B. Wang, B. Li, and H. Li, "Oruta: Privacy-preserving public auditing for shared data in the cloud," in CLOUD. IEEE, 2012
33. L. Zhang, X.-Y. Li, Y. Liu, and T. Jung, "Verifiable private multi-party computation: ranging and ranking," in INFOCOM. IEEE, 2013