Differentially private filtering

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2012, Pages 3398-3403

  Le Ny, Jerome ^a   Pappas, George J ^b  

^a ÉCOLE POLYTECHNIQUE DE MONTRÉAL   (Canada)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INTELLIGENT SYSTEMS; SIGNAL PROCESSING;

CONTROL TASK; DIFFERENTIAL PRIVACIES; END-USER APPLICATIONS; FILTERED SIGNALS; INTELLIGENT TRANSPORTATION SYSTEMS; PRIVACY CONCERNS; PRIVACY MECHANISMS; SIDE INFORMATION;

INFORMATION FILTERING;

EID: 84874276742     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2012.6426355     Document Type: Conference Paper

References (16)

1. G. W. Hart, "Nonintrusive appliance load monitoring," Proceedings of the IEEE, vol. 80, no. 12, pp. 1870-1891, December 1992.
2. C. Dwork, F. McSherry, K. Nissim, and A. Smith, "Calibrating noise to sensitivity in private data analysis," in Proceedings of the Third Theory of Cryptography Conference, 2006, pp. 265-284.
3. S. P. Kasiviswanathan and A. Smith, "A note on differential privacy: Defining resistance to arbitrary side information," March 2008. [Online]. Available: http://arxiv.org/abs/0803.3946
4. C. Dwork, K. Kenthapadi, F. McSherry, I. M. M. Naor, and Naor, "Our data, ourselves: Privacy via distributed noise generation," Advances in Cryptology-EUROCRYPT 2006, pp. 486-503, 2006.
5. Z. Huang, S. Mitra, and G. Dullerud, "Differentially private iterative synchronous consensus," in Proceedings of the CCS Workshop on Privacy in the Electronic Society (WPES), Raleigh, North Carolina, October 2012, to appear.
6. D. Varodayan and A. Khisti, "Smart meter privacy using a rechargeable battery: minimizing the rate of information leakage," in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Prag, Czech Republic, 2011.
7. L. Sankar, S. R. Rajagopalan, and H. V. Poor, "A theory of privacy and utility in databases," Princeton University, Tech. Rep., February 2011.
8. C. Dwork, M. Naor, T. Pitassi, and G. N. Rothblum, "Differential privacy under continual observations," in STOC'10, Cambridge, MA, June 2010.
9. T.-H. H. Chan, E. Shi, and D. Song, "Private and continual release of statistics," ACM Transactions on Information and System Security, vol. 14, no. 3, pp. 26:1-26:24, November 2011.
10. J. Le Ny and G. J. Pappas, "Differentially private filtering," July 2012. [Online]. Available: http://arxiv.org/abs/1207.4305
11. C. Dwork, "Differential privacy," in Proceedings of the 33rd International Colloquium on Automata, Languages and Programming (ICALP), ser. Lecture Notes in Computer Science, vol. 4052. Springer-Verlag, 2006.
12. L. Breiman, Probability, ser. Classics in Applied Mathematics. SIAM, 1992.
13. A. van der Schaft, L2-gain and passivity techniques in nonlinear control. Springer Verlag, 2000.
14. J. Bolot, N. Fawaz, S. Muthukrishnan, A. Nikolov, and N. Taft, "Private decayed sum estimation under continual observation," September 2011, http://arxiv.org/abs/1108.6123.
15. J. Proakis, Digital Communications. McGraw-Hill, 2000.
16. V. Rastogi and S. Nath, "Differentially private aggregation of distributed time-series with transformation and encryption," in Proceedings of the ACM Conference on Management of Data (SIGMOD), Indianapolis, IN, June 2010.