Engineering privacy in public: Confounding face recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2760, Issue , 2003, Pages 88-106

  Alexander, James ^a   Smith, Jonathan ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATION PROGRAMS; DATA PRIVACY;

BIOMETRIC IDENTIFICATION TECHNOLOGIES; PRIVACY THREATS; RESEARCH PROGRAMS; SECURITY APPLICATION;

FACE RECOGNITION;

EID: 35248864523     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-40956-4_7     Document Type: Article

References (40)

1. Mark S. Aldenderfer and Roger K. Blashfield. Cluster Analysis. Sage Publications, 1984.
2. G. H. Ball. Data analysis in the social sciences: What about the details? In Proc. AFIPS 1965 Fall Joint Computer Conference, volume 27, pages 533-559, 1965.
3. J. Ross Beveridge, Kai She, Bruce Draper, and Geof H. Givens. A nonparametric statistical comparison of principal component and linear discriminant subspaces for face recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 535-542, 2001.
4. John Daugman. Iris recognition. American Scientist, 89(4):326-333, 2001.
5. Claudia Díaz, Stefaan Seys, Joris Claussens, and Bart Prenel. Towards measuring anonymity. In The Second Workshop on Privacy Enhancing Technologies, 2002.
6. Richard O. Duda, Peter E. Hart, and David G. Stork. Pattern Classification. John Wiley and Sons, Inc., 2001.
7. Keinosuke Fukunaga. Introduction to Statistical Pattern Recognition. Academic Press, 1972.
8. Simson Garfinkel. Database Nation. O'Reilly, 2000.
9. R. L. Gregory and E. H. Gombrich, editors. Illusion in Nature and Art. Gerald Duckworth and Co. Ltd., 1973.
10. R. Gross, J. Shi, and J. Cohn. Quo vadis face recognition? In Third Workshop on Empirical Evaluation Methods in Computer Vision, 2001.
11. M. A. Hernández and S. J. Stolfo. A generalization of band joins and the merge/ purge problem. http://www.cs.columbia.edu/∼sal/hpapers/mpjourn.ps, 1996.
12. Steve Lawrence, C. Lee Giles, Ah Chung Tsoi, and Andrew D. Back. Face recognition: A convolutional neural network approach. IEEE Transaction on Neural Networks, Special Issue on Neural Networks and Pattern Recognition, 8(1):98-113, 1997.
13. Alberto Leon-Garcia. Probability and Random Processes for Electrical Engineering. Addison-Wesley, 1994.
14. A. M. Martínez and R. Benavente. The AR face database. Technical Report 24, Computer Vision Center, Campus Universitat Autonoma de Barcelona, 1998. http://rvl1.ecn.purdue.edu/ARdatabase/ARdatabase.html.
15. A. M. Martínez. Recognition of partially occluded and/or imprecisely localized faces using a probabilistic approach. In Proc. of IEEE Computer Vision and Pattern Recognition (CVPR), 2000.
16. A. M. Martínez. Recognizing imprecisely localized, partially occluded, and expression variant faces from a single sample per class. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(6):748-763, 2002.
17. Hyeonjoon Moon and P. Jonathon Phillips. Computational and performance aspects of PCA-based face-recognition algorithms. Perception, pages 303-321, 2001.
18. Rajeev Motwani and Prabhakar Raghavan. Randomized Algorithms. Cambridge University Press, 1995.
19. NIST. FERET database. http://www.itl.nist.gov/iad/humanid/feret/, 2001.
20. United States General Accounting Office. Technology assessment: Using biometrics for border security. http://www.gao.gov/new.items/d03174.pdf, 2002. Pub. number GAO-03-174.
21. Elements of Information Theory. Thomas M. Cover and Joy A. Thomas. Wiley-Interscience, 1991.
22. George Orwell. 1984: a novel. New American Library, 1961.
23. P. Jonathon Phillips, Patrick J. Rauss, and Sandor Z. Der. FERET (face recognition technology) recognition algorithm development and test results. Technical Report ARL-TR-995, Army Research Laboratory, 1996.
24. P. J. Phillips, H. Wechsler, J. Huang, and P. Rauss. The FERET database and evaluation procedure for face-recognition algorithms. Image and Vision Computing Journal, 16(5):295-306, 1998.
25. Charles Rackoff and Daniel R. Simon. Cryptographic defense against traffic analysis. In Proceedings of the Twenty-Fifth Annual ACM Symposium on the Theory of Computing, 1993.
26. JV Ramana Rao. Introduction to Camouflage and Deception. Defence Research and Development Organization, Ministry of Defense, New Delhi, 1999.
27. Jean-François Raymond. Traffic analysis: Protocols, attacks, design issues and open problems. In Hannes Federath, editor, Designing Privacy Enhancing Technologies, Lecture Notes in Computer Science (LNCS 2009), pages 10-29. Springer-Verlag, 2001.
28. Michael Reed, Paul Syverson, and David Goldschlag. Anonymous connections and onion routing. In IEEE Journal on Selected Areas in Communication Special Issue on Copyright and Privacy Protection, 1998.
29. Michael K. Reiter and Aviel D. Rubin. Crowds: Anonymity for web transactions. ACM Transactions on Information and System Security, 1(1):66-92, 1998.
30. F. Samaria and F. Fallside. Automated face identification using hidden markov models. In Proceedings of the International Conference on Advanced Mechatronics, 1993.
31. Andrei Serjantov and George Danezis. Towards an information theoretic metric for anonymity. In The Second Workshop on Privacy Enhancing Technologies, 2002.
32. Claude E. Shannon and Warren Weaver. The Mathematical Theory of Communication. University of Illinois Press, 1949.
33. Roberts R. Sokal and Peter H. Sneath. Principles of Numerical Taxonomy. W. H. Freeman and Company, 1963.
34. Paul Syverson, Gene Tsudik, Michael Reed, and Carl Landwehr. Towards an analysis of onion routing security. In Workshop on Design Issues in Anonymity and Unobservability, 2000.
35. J. F. Traub and Y. Yemini. The statistical security of a statistical database. ACM Transactions on Database Systems, 9(4):672-679, 1984.
36. Matthew A. Turk and Alex P. Pentland. Face recognition using eigenfaces. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 586-591, 1991.
37. Dominique Valentin, Hervé Abdi, Alice J. O'Toole, and Garrison W. Cottrell. Connectionist models of face processing: A survey. Pattern Recognition, 27:1209-1230, 1994.
38. Dominique Valentin, Hervé Abdi, and Alice J. O'Toole. Categorization of identification of human face images by neural networks: A review of the linear autoassociative and principal component approaches. Journal of Biological Systems, 2(3):413-429, 1994.
39. Poorvi L. Vora. Towards a theory of variable privacy. In review, available at http://www.hpl.hp.com/personal/Poorvi_Vora/Pubs/plv_variable_privacy.pdf, 2002.
40. Matthew Wright, Micah Adler, Brian N. Levine, and Clay Shields. An analysis of the degradation of anonymous protocols. In Proceedings of the ISOC Network and Distributed System Security Symposium (NDSS 2002), 2002.