A privacy-preserving reputation system for participatory sensing

Proceedings - Conference on Local Computer Networks, LCN

Volumn , Issue , 2012, Pages 10-18

  Huang, Kuan Lun ^a   Kanhere, Salil S ^a   Hu, Wen ^b  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ANONYMIZATION; EXTENSIVE SIMULATIONS; LOCAL ENVIRONMENTS; MOBILITY TRACES; NON-TRIVIAL TASKS; NORMAL OPERATIONS; PARTICIPATORY SENSING; PARTICIPATORY SENSING APPLICATIONS; PRIVACY PRESERVING; REAL-WORLD; REPUTATION SYSTEMS; SYSTEM REQUIREMENTS; USER PRIVACY;

INTERNET;

EID: 84874343441     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/LCN.2012.6423585     Document Type: Conference Paper

References (25)

1. J. Burke, D. Estrin, M. Hansen, A. Parker, N. Ramanathan, S. Reddy, and M. B. Srivastava, "Participatory Sensing", in Proc. of WSW, in conjunction with ACM SenSys'06., Boulder, CO, USA, November 2006.
2. E. Paulos, R. Honicky, and E. Goodman, "Sensing atmosphere", in Proc. of the Workshop on Sensing on Everyday Mobile Phones in Support of Participatory Research, in conjunction with ACM SenSys'07, 2007.
3. N. Maisonneuve, M. Stevens, M. E. Niessen, and L. Steels, "Noisetube: Measuring and mapping noise pollution with mobile phone", in ITEE 2009-Information technologies in Environmental Engineering, Springer Berlin Heidelberg, May 2009.
4. R. Rana, C.T. Chou, S. Kanhere, N. Bulusu and W. Hu, "Ear-Phone: An End-to-End Participatory Urban Noise Mapping System", in Proc. of IEEE/ACM IPSN '10, 2010.
5. S. Eisenman, E. Miluzzo, N. Lane, R. Peterson, G. Ahn and A. Campbell, "The Bikenet Mobile Sensing System for Cyclist Experience Mapping", in Proc. of ACM SenSys'07, 2007.
6. Y. Dong, S. S. Kanhere, C. T. Chou and N. Bulusu,"Automatic Collection of Fuel Prices from a Network of Mobile Cameras", inn Proc. of IEEE DCOSS'08, 2008.
7. K. L. Huang, S. S. Kanhere and W. Hu, "Preserving Privacy in Participatory Sensing Systems", in Computer Communications, vol. 33, no. 11, pp. 1266-1280, July 2010.
8. K. L. Huang, S. S. Kanhere and W. Hu, "Are You Contributing Trustworthy Data? The Case for a Reputation System in Participatory Sensing", in Proc. of ACM MSWiM'10), 2010.
9. H. Miranda and L. Rodrigues, "A Framework to Provide Anonymity in Reputation Systems", in Proc. of MobiQuitous'07, 2007.
10. L. Sweeney, "k-anonymity: A Model for Protecting Privacy," in International Journal of Uncertainty, Fuzziness, and Knowledge-Based Systems, vol. 10, no. 5, pp. 557-570, 2002.
11. M. M. Breunig, H.-P. Kriegel, R.T. Ng, and J. Sander, "LOF: Identifying Density-based Local Outliers", in Proc. of the ACM SIGMOD Conference, 2010.
12. S. Papadimitriou, H. Kitagawa, P. B. Gibbons, and C. Faloutsos, "LOCI: Fast Outlier Detection Using the Local Correlation Integral", in Proc. of IEEE ICDE'03, 2003.
13. A. Dua, N. Bulusu, W. Feng, and W. Hu, "Towards Trustworthy Participatory Sensing", in Proc. of HotSec'09), 2009.
14. A. Solanas, and A. Martinez-Balleste, "V-MDAV: a multivariate microaggregation with variable group size", in 17th COMPSTAT Symposium of the IASC, Rome, 2006.
15. C. T. Chou, A. Ignjatovic, and W. Hu, "Efficient Computation of Robust Average in Wireless Sensor Networks using Compressive Sensing", Technical Report: UNSW-CSE-TR-0915. ftp://ftp.cse.unsw.edu.au/pub/doc/papers/ UNSW/0915.pdf
16. S. Ganeriwal and M. Srivastava, "Reputation-based Framework for High Integrity Sensor Networks", in ACM TOSN, Vol. 4, No. 3, May 2008
17. J. F. Kenney and E. S. Keeping, Mathematics of Statistics Part 1, 3rd ed. Princeton, NJ: Van Nostrand, 1962
18. SPL Graph. An Audio Level Chart Recorder for the iPhone and iPod Touch, http://www.studiosixdigital.com/leq graph.html
19. M. Piorkowski, N. Sarafijanovoc-Djukic, and M. Grossglauser, "A Parsimonious Model of Mobile Partitioned Networks with Clustering", in The proc. of COMSNETS'09, 2009.
20. I. Krontiris and N. Maisonneuve, "Participatory Sensing: The Tension Between Social Translucence and Privacy", in Trustworthy Internet, 2011, pp. 159-170.
21. M. Kinateder and S. Pearson, "A Privacy-Enhanced Peer-to-Peer Reputation System", in E-Commerce and Web Technologies, 2003, vol. 2738, pp. 206-215.
22. M. Voss, A. Heinemann, and M. Muhlhauser,"A Privacy Preserving Reputation System for Mobile Information Dissemination Networks", in Proc. of SecureComm'05, 2005.
23. E. Androulaki, S. G. Choi, S. M. Bellovin, and T. Malkin, "Reputation Systems for Anonymous Networks", in Privacy Enhancing Technologies, 2008.
24. Y. Wei and Y. He, "A Pseudonym Changing-based Anonymity Protocol for P2P Reputation Systems", in Proc. of ETCS'09, 2009.
25. D. Christin, C. Robkopf, M. Hollick, L. A. Martucci, and S. S. Kanhere, "IncogniSense: An Anonymity-preserving Reputation Framework for Participatory Sensing Applications", in Proc. of IEEE PerCom'12, 2012.