Privacy-preserving performance measurements

Proceedings of the 2006 SIGCOMM Workshop on Mining Network Data, MineNet'06

Volumn 2006, Issue , 2006, Pages 329-334

  Roughan, Matthew ^a   Zhang, Yin ^b  

^a UNIVERSITY OF ADELAIDE   (Australia)

^b University of Texas at Austin   (United States)

Author keywords

Management; Measurement; Network; Performance; Privacy preserving data mining; Secure distributed computation

Indexed keywords

COMPUTER NETWORKS; DATA MINING; DECISION MAKING; INFORMATION DISSEMINATION; INTERNET SERVICE PROVIDERS;

PERFORMANCE MEASUREMENTS; PRIVACY-PRESERVING DATA-MINING; SECURE DISTRIBUTED COMPUTATION;

DATA PRIVACY;

EID: 34248348792     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1162678.1162687     Document Type: Conference Paper

References (21)

1. M. Atallah, M. Bykova, J. Li, K. Frikken, and M. Topkara. Private collaborative forecasting and benchmarking. In Proc. of the ACM Workshop on Privacy in the Electronic Society (WPES'04), Washington, DC, USA, October 2004.
2. J. Benaloh. Secret sharing homomorphisms: Keeping shares of a secret secret. In Proc. Advances in Cryptology (CRYPTO '86), pages 251-260, 1987.
3. J. Brickell and V. Shmatikov. Privacy-preserving graph algorithms in the semi-honest model. In ASIACRYPT, LNCS, pages 236-252, 2005.
4. C. Clifton, M. Kantarcioglu, J. Vaidya, X. Lin, and M. Zhu. Tools for privacy preserving data mining. SIGKDD Explorations, 4(2), December 2002.
5. E. Corell, P. Saxholm, and D. Veitch. A user friendly TSC clock. In Passive and Active Measurement Conference, Adelaide, Australia, March 2005.
6. L. Cottrell, W. Matthews, and C. Logg. Tutorial on internet monitoring & PingER at SLAC. http://www.slac.stanford.edu/comp/net/wan-mon/tutorial. html.
7. W. Du and M. J. Atallah. Privacy-preserving cooperative statistical analysis. In Proc. of the Annual Computer Security Applications Conference (ACSAC '2001), 2001.
8. W. Du, Y. S. Han, and S. Chen. Privacy-preserving multivariate statistical analysis: linear regression and classification. In Proc. 4th SIAM Int. Conf. on Data Mining, pages 222-233, Lake Buena Vista, Florida, April 2004.
9. S. Even, O. Goldreich, and A. Lempel. A randomized protocol for signing contracts. Commun. ACM, 28(6):637-647, 1985.
10. F. Georgatos, F. Gruber, D. Karrenberg, M. Santcroos, H. Uijterwaal, and R. Wilhelm. Providing active measurements as a regular service for ISPs. In In Proceedings of the Passive and Active Measurements Workshop (PAM), Amsterdam, April 2001.
11. H. Lipmaa. Oblivious transfer or private information retrieval. http://www.cs.ut.ee/~lipmaa/crypto/link/protocols/oblivious.php.
12. S. Machiraju and R. H. Katz. Reconciling cooperation with confidentiality in multi-provider distributed systems. Technical Report UCB/CSD-04-1345, EECS Department, University of California, Berkeley, 2004.
13. M. Naor and B. Pinkas. Efficient oblivious transfer protocols. In Proc. of the SUM Symposium on Discrete Algorithms (SODA '01), Washington, DC, USA, January 2001.
14. V. Paxson, A. Adams, and M. Mathis. Experiences with NIMI. In in Proceedings of PAM, 2000.
15. L. Peterson, T. Anderson, D. Culler, and T. Roscoe. A blueprint for introducing disruptive technology into the internet. In First Workshop on Hot Topics in Networking (HotNets-I), October 2002.
16. B. Pinkas. Oblivious transfer. http://www.pinkas.net/ot.html.
17. M. Roughan and Y. Zhang. Secure distributed data-mining and its application to large-scale network measurements. SIGCOMM Comput. Commun. Rev., 36(1):7-14, 2006.
18. 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. SIGMOD Record, 33(1):50-57, 2004.
19. R. Wolff. Poisson arrivals see time averages. Operations Research, 30:223-231, 1982.
20. A. Yao. How to generate and exchange secrets. In Proc. of the 27th IEEE Symposium on Foundations of Computer Science (FOCS), pages 162-167, 1986.
21. A. Yao. Protocols for secure computations. In Proc. of the 23th IEEE Symposium on Foundations of Computer Science (FOCS), pages 160-164, 1986.