Privacy-preserving demographic filtering

Proceedings of the ACM Symposium on Applied Computing

Volumn 1, Issue , 2006, Pages 872-878

  Aimeur E ^a   Brassard, G ^a   Fernandez, J M ^b   Mani Onana, F S ^a  

^a UNIVERSITÉ DE MONTRÉAL   (Canada)

^b ÉCOLE POLYTECHNIQUE DE MONTRÉAL   (Canada)

Author keywords

Clustering; Demographic filtering; E commerce; Privacy protection; Recommender system; Semi trusted third party

Indexed keywords

DIGITAL FILTERS; EDUCATION; ELECTRONIC COMMERCE; MARKETING; TELECOMMUNICATION SERVICES; USER INTERFACES;

CLUSTERING; DEMOGRAPHIC FILTERING; PRIVACY PROTECTION; RECOMMENDER SYSTEM; SEMI TRUSTED THIRD PARTY;

DATA PRIVACY;

EID: 33751050410     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1141277.1141479     Document Type: Conference Paper

References (27)

1. E. Aïmeur, G. Brassard, H. Dufort, and S. Gambs. CLARISSE: A machine learning tool to initialize student models. In Proceedings of Sixth International Conference on Intelligent Tutoring Systems: ITS '02, pages 718-728, Biarritz, France, June 2002.
2. E. Aïmeur, G. Brassard, J. M. Fernandez, and F. S. Mani Onana. ALAMBIC: A privacy-preserving recommender system for electronic commerce. Manuscript available from the authors, November 2005.
3. E. Aïmeur, G. Brassard, and F. S. Mani Onana. Blind sales in electronic commerce. In Proceedings of the 6th International Conference on Electronic Commerce (ICEC'04), pages 148-157, Delft, The Netherlands, October 2004.
4. E. Aïmeur, G. Brassard, and F. S. Mani Onana. Privacy-preserving physical delivery in electronic commerce. In Proceedings of IADIS International Conference on e-Commerce, Porto, Portugal, December 2005.
5. R. Burke. Hybrid recommender systems: Survey and experiments. Customer Modeling and Customer-Adapted Interaction, 4(12):331-370, 2002.
6. J. Camenisch and A. Lysyanskaya. A formal treatment of onion routing. In Advances in Cryptology: Proceedings of CRYPTO 2005, pages 169-187, Santa Barbara, CA, August 2005.
7. J. Canny. Collaborative filtering with privacy via factor analysis. In Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 238-245, Tampere, Finland, August 2002.
8. Y.-C. Chang. Single database private information retrieval with logarithmic communication. Available at eprint.iacr.org/2004/036/, accessed 1 November 2005, 2004.
9. D. Chaum. Untraceable electronic mail, return addresses, and digital pseudonyms. Communications of the ACM, 24(2):84-90, February 1981.
10. D. Chaum. Security without identification: Transaction systems to make Big Brother obsolete. Communications of the ACM, 28(10):1030-1044, October 1985.
11. B. Chor, O. Goldreich, E. Kushilevitz, and M. Sudan. Private information retrieval. In Proceedings of 36th Annual IEEE Symposium on Foundations of Computer Science, pages 41-51, 1995.
12. C. Collberg, C. Thomborson, and D. Low. A taxonomy of obfuscating transformations. Technical report 148, Department of Computer Science, University of Auckland, 1997.
13. Y. Gertner, Y. Ishai, E. Kushilevitz, and T. Malkin. Protecting data privacy in private information retrieval schemes. In Proceedings of the 30th Annual ACM Symposium on the Theory of Computing, pages 151-160, 1998.
14. D. M. Goldschlag, M. G. Reed, and P. F. Syverson. Onion routing for anonymous and private internet connections. Communications of the ACM, 42(2):84-88, February 1999.
15. A. K. Jain, M. N. Murty, and P. J. Flynn. Data clustering: A review. ACM Computing Surveys, 31(3):264-323, 1999.
16. S. Jha, L. Kruger, and P. McDaniel. Privacy preserving clustering. In 10th European Symposium on Research in Computer Security (ESORICS '05), Milan, Italy, September 2005.
17. J. Kilian. Founding cryptography on oblivious transfer. In Proceedings of the 20th Annual Symposium on Theory of Computing, pages 20-31, 1988.
18. E. Kushilevitz and R. Ostrovsky. Replication is not needed: Single database, computationally-private information retrieval. In Proceedings of 38th Annual IEEE Symposium on Foundations of Computer Science, pages 364-373, 1997.
19. D. Malkhi, N. Nisan, B. Pinkas, and Y. Sella. Fairplay - A secure two-party computation system. In Proceedings of Usenix Security, pages 9-13, August 2004.
20. S. Meregu and J. Ghosh. Privacy-preserving distributed clustering using generative models. In Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM'03), pages 211-218, Melbourne, Florida, November 2003.
21. H. Polat and W. Du. SVD-based collaborative filtering with privacy. In The 20th ACM Symposium on Applied Computing, Track on E-commerce Technologies, pages 13-17, Santa Fe, New Mexico, March 2005.
22. P. Resnick, N. Iacovou, M. Sushak, P. Bergstrom, and J. Riedl. Grouplens: An open architecture for collaborative filtering of netnews. In Proceedings of the 1994 Computer Supported Collaborative Work Conference, pages 175-186, Chapel Hill, North Carolina, 1994.
23. T. Sander and C. F. Tschudin. Towards mobile cryptography. In Proceedings of the IEEE Symposium on Security and Privacy, pages 162-167, Oakland, USA, 1998. IEEE Computer Society Press.
24. V. S. Verykios, E. Bertino, I. N. Fovino, L. P. Provenza, Y. Saygin, and Y. Theodoridis. State-of-the-art in privacy preserving data mining. ACM ACM SIGMOD Record, 33(1):50-57, 2004.
25. E. Vozalis and K. G. Margaritis. Analysis of recommender systems' algorithms. In Proceedings of the 6th Hellenic European Conference on Computer Mathematics and its Applications (HERCMA-2003), Athens, Greece, 2003.
26. A. C.-C. Yao. Protocols for secure computation. In Proceedings of 23rd IEEE Symposium on Foundations of Computer Science, pages 160-164, 1982.
27. th IEEE Symposium Foundations of Computer Science, pages 162-167, 1986.