Privacy-preserving face recognition with outsourced computation

Soft Computing

Volumn 20, Issue 9, 2016, Pages 3735-3744

  Xiang, Can ^a   Tang, Chunming ^a,b   Cai, Yunlu ^a   Xu, Qiuxia ^a  

^a GUANGZHOU UNIVERSITY   (China)

^b GRADUATE SCHOOL   (China)

Author keywords

Face recognition; Outsourced computation; Privacy preserving

Indexed keywords

BIOMETRICS; COSTS; CRYPTOGRAPHY; DATA PRIVACY; DATABASE SYSTEMS; OUTSOURCING; PATTERN RECOGNITION; SOCIAL NETWORKING (ONLINE);

BIOMETRIC RECOGNITION; COMPUTATION COSTS; COMPUTATION TASKS; DECRYPTION OPERATIONS; ONLINE COMPUTATIONS; PRIVACY PRESERVING; STATE-OF-THE-ART ALGORITHMS; UNTRUSTED SERVER;

FACE RECOGNITION;

EID: 84936803501     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-015-1759-5     Document Type: Article

References (39)

1. Avidan S, Butman M (2006) Efficient methods for privacy preserving face detection. In: Advances in neural information processing systems (NIPS’06), pp 57–64
2. Bhattacharjee D, Basu DK, Nasipuri M, Kundu M (2010) Human face recognition using fuzzy multilayer perceptron. Soft Comput 14(6):559–570
3. Blanton M, Aliasgari M (2012) Secure outsourced computation of Iris matching. J Comput Security 20(2):259–305
4. Boyen X (2004) Reusable cryptographic fuzzy extractors. In: Proceedings of the 11th ACM conference on Computer and communications security, pp 82–91
5. Castiglione A, Pizzolante R, De-Santis A, Carpentieri B, Castiglione A, Palmieri F (2015) Cloud-based adaptive compression and secure management services for 3D healthcare data. Futur Gener Comput Syst 1(43):120–134
6. Chang EC, Li Q (2006) Hiding secret points amidst chaff. In: Advances in Cryptology-EUROCRYPT, vol. LNCS 4004, pp 59–72
7. Chen XF, Li J, Ma J, Tang Q, Lou W (2014) New algorithms for secure outsourcing of modular exponentiations. IEEE Trans Parallel Distrib Syst 9(25):2386–2396
8. Damgard IB, Jurik MJ (2001) A generalisation, a simplification and some applications of paillier’s probabilistic public-key system. In: Public-Key Cryptography (PKC’01), vol LNCS 1992, pp 119–136
9. Damgard I, Geisler M, Kroigard M (2008) Homomorphic encryption and secure comparison. J Appl Cryptol 1(1):22–31
10. Damgard I, Geisler M, Kroigard M (2007) Efficient and secure comparison for online auctions. In: Australasian Conference on Information Security and Privacy (ACISP’07), vol LNCS 4586, pp 416–430
11. Dijk MV, Gentry C, Halevi S, Vaikuntanathan V (2010) Fully homomorphic encryption over the integers. In: Advances in Cryptology—ASIACRYPT 2010, vol LNCS 6110, pp 24–43
12. Dodis Y, Ostrovsky R, Reyzin L, Smith A (2008) Fuzzy extractors: how to generate strong keys from biometrics and other noisy data. SIAM J Comput 38(1):97–139
13. Dodis Y, Reyzin L, Smith A (2004) Fuzzy extractors: How to generate strong keys from biometrics and other noisy data. In: Advances in cryptology-Eurocrypt, vol LNCS 3027, pp 523–540
14. Dufaux F, Ebrahimi T (2006) Scrambling for video surveillance with privacy. In: Computer vision and pattern recognition workshop, New York, pp 160–160
15. Erkin Z, Franz M, Guajardo J, Katzenbeisser S, Lagendijk I, Toft T (2009) Privacy-preserving face recognition. In: Privacy Enhancing Technologies (PET’09), vol LNCS 5672, pp 235–253
16. Esposito C, Ficco M, Palmieri F, Castiglione A (2013) Interconnecting federated clouds by using publish-subscribe service. Clust Comput 16(4):887–903
17. Esposito C, Ficco M, Palmieri F, Castiglione A (2015) Smart cloud storage service selection based on fuzzy logic. IEEE Trans Comput, Theory Evid Game Theory (99). doi:10.1109/TC.2015.2389952
18. Juels A, Sudan M (2006) A fuzzy vault scheme. Des Codes Cryptogr 38(2):237–257
19. Kevenaar T (2007) Protection of Biometric Information. In: Security with Noisy Data, pp 169–193
20. Li ZZ, Lai TH (2012) Deterministic fully homomorphic encryptions for privacy preserving cloud computing. http://web.cse.ohio-state.edu/-lizh/
21. Li J, Huang X, Li JW, Chen XF, Xiang Y (2014) Securely outsourcing attribute-based encryption with checkability. IEEE Trans Parallel Distrib Syst 25(8):2201–2210
22. Li J, Chen XF, Li MQ, Li JW, Lee P, Lou WJ (2014a) Secure deduplication with efficient and reliable convergent key management. IEEE Trans Parallel Distrib Syst 25(6):1615–1625
23. Li J, Chen XF, Li JW, Jia CF, Ma JF, Lou WJ (2013) Fine-grained access control based on outsourced attribute-based encryption. In: Proceeding of The European Symposium on Research in Computer Security (ESORICS), vol LNCS 3184, pp 592–609
24. Lindell Y, Pinkas B (2004) A proof of Yao’s protocol for secure two-party computation. In: Cryptology ePrint Archive, Report 2004/175
25. Linnartz J, Tuyls P (2003) New shielding functions to enhance privacy and prevent misuse of biometric templates. In: International Conference on Audio and Video Based Biometric Person Authentication, pp 393–402
26. Liu XZ, Ye HW (2014) Dual-kernel based 2D linear discriminant analysis for face recognition. J Ambient Intell Hum Comput (4). doi:10.1007/s12652-014-0230-2
27. Li J, Wang Q, Wang C, Cao N, Ren K, Lou W (2010) Fuzzy keyword search over encrypted data in cloud computing. In: proceeding of the 29th IEEE International Conference on Computer Communications(INFOCOM 2010), pp 441–445
28. Naumann I, Hogben G (2008) Privacy features of European aid card specifications. In: Network Security, European Network and Information Security Agency (ENISA), vol 8, pp 9–13
29. Newton EM, Sweeney L, Malin B (2005) Preserving privacy by de-identifying face images. IEEE Trans Knowl Data Eng 17(2):232–243
30. Paillier P (1999) Public-key cryptosystems based on composite degree residuosity classes. In Advances in Cryptology-EUROCRYPT’99, vol LNCS 1592, pp 223–238
31. Ratha NK, Connell JH, Bolle RM (2001) Enhancing security and privacy in biometrics-based authentication systems. IBM Syst J 40(3):614–634
32. Ratha N, Connell J, Bolle R, Chikkerur S (2006) Cancelable biometrics: A case study in fingerprints. In: Proceedings of the 18th International Conference on Pattern Recognition (ICPR), vol IV, pp 370–373
33. Sadeghi AR, Schneider T, Wehrenberg I (2010) Efficient Privacy-Preserving Face Recognition. In: Information, Security and Cryptology-ICISC 2009, vol LNCS 5984, pp 229–244
34. Tang CM, Chen YN (2014) Efficient non-interactive verifiable outsourced computation for arbitrary functions. http://eprint.iacr.org/2014/439
35. Turk MA, Pentland AP (1991) Face recognition using eigenfaces. In: Proceedings of the IEEE Computer vision and pattern recognition (CVPR’91), pp 586–591
36. Tuyls P, Akkermans AH, Kevenaar TA, Schrijen GJ, Bazen AM, Veldhuis RN (2005) Practical biometric authentication with template protection. In: Audio- and video-based biometric person authentication (AVBPA), vol LNCS 3546, 436–446
37. Wang YJ, Wu QH, Wong DS, Qin B, Chow SSM, Liu Z, Tan X (2014) Securely outsourcing exponentiations with single untrusted program for cloud storage. Comput Secur-ESORICS 2014:326–343
38. Yao AC (1986) How to generate and exchange secrets. In: Foundations of Computer Science, 1986, 27th Annual Symposium, pp 162–167
39. Yu X, Chinomi K, Koshimizu T, Nitta N, Ito Y, Babaguchi N (2008) Privacy protecting visual processing for secure video surveillance. In: Proceedings of the International Conference on Image Processing (ICIP’08), pp 1672–1675