Privacy preserving origin-destination flow measurement in vehicular cyber-physical systems

2013 IEEE 1st International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2013

Volumn , Issue , 2013, Pages 32-37

  Zhou, Yian ^a   Chen, Shigang ^a   Mo, Zhen ^a   Yin, Yafeng ^a  

^a University of Florida   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HASH FUNCTIONS; TITRATION; VOLUME MEASUREMENT;

CYBER PHYSICAL SYSTEMS (CPSS); GEOGRAPHICAL LOCATIONS; GRACEFUL DEGRADATION; MEASUREMENT ACCURACY; ONE WAY HASH FUNCTIONS; ORIGIN-DESTINATION FLOWS; STATISTICAL METHODOLOGIES; TECHNOLOGICAL ADVANCES;

EMBEDDED SYSTEMS;

EID: 84887371858     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CPSNA.2013.6614243     Document Type: Conference Paper

References (21)

1. USDOT, "Traffic Monitoring Guide", Section 3, Traffic Volume Monitoring, http://www.fhwa.dot.gov/ohim/tmguide/tmg3.htm, 2001.
2. D. Mohamad, K. C. Sinha, T. Kuczek, and C. F. Scholer, "Annual Average Daily Traffic Prediction Model for County Roads", Journal of the Transportation Research Board, vol. 1617/1998, pp. 69-77, 1998. (Pubitemid 128553696)
3. W. Lam and J. Xu, "Estimation of AADT from Short Period Counts in Hong Kong - A Comparison Between Neural Network Method and Regression Analysis", Journal of Advanced Transportation, 2000.
4. J. K. Eom, M. S. Park, T. Heo, and L. F. Huntsinger, "Improving the Prediction of Annual Average Daily Traffic for Nonfreeway Facilities by Applying a Spatial Statistical Method", Journal of the Transportation Research Board, vol. 1968/2006, pp. 20-29, 2006. (Pubitemid 46167287)
5. M. C. Neto, Y. Jeong, M. K. Jeong, and L. D. Han, "AADT prediction using support vector regression with data-dependent parameters", Expert Systems with Applications, vol. 36, pp. 2979-2986, March 2009.
6. Y. Lou and Y. Yin, "A Decomposition Scheme for Estimating Dynamic Origindestination Flows on Actuation-controlled Signalized Arterials", Transportation Research Part C, vol. 18, 2010.
7. J. Eriksson, H. Balakrishnan, and S. Madden, "Cabernet: Vehicular Content Delivery Using WiFi", Proc. of MOBICOM, 2008.
8. U. Lee, J. Lee, J. Park, and M. Gerla, "FleaNet: A Virtual Market Place on Vehicular Networks", IEEE Trans. on Vehicular Technology, 2010.
9. [Online]. Available: http://www.its.dot.gov/press/2010/vii2intellidrive
10. [Online]. Available: http://www.dot.gov
11. A. J. Menezes, P. C. Oorschot, and S. A. Vanstone, Handbook of Applied Cryptography. CRC Press, 1996.
12. J. Benaloh and M. D. Mare, "One-way Accumulators: a Decentralized Alternative to Digital Signatures", Proc. of EUROCRYPT, 1993.
13. C. Kaufman, R. Perlman, and M. Speciner, Network Security, Private Communication in a Public World, 2nd ed. Prentice Hall, 2002.
14. R. Rivest, A. Shamir, and L. Adleman, "A Method for Obtaining Digital Signatures and Public-Key Cryptosystems", Communications of the ACM, vol. 21, pp. 120-126, 1978. (Pubitemid 8591219)
15. A. Shamir, "On the generation of cryptographically strong pseudorandom sequences", ACM Trans. on Computer System, 1983.
16. "Google map's time-in-traffic feature." [Online]. Available: http://mashable.com/2012/03/29/google-maps-traffic-data
17. T. Jeske, "Floating Car Data from Smartphones: What Google and Waze Know About You and How Hackers Can Control Traffic", Proc. of the BlackHat Europe, 2013.
18. R. Agrawal and R. Srikant, "Privacy-Preserving Data Mining", Proc. of the ACM SIGMOD, pp. 439-450, 2000.
19. A. Evfimievski, J. Gehrke, and R. Srikant, "Limiting Privacy Breaches in Privacy Preserving Data Mining", Proc. of PODS, 2003.
20. H. Yu, X. Jiang, and J. Vaidya, "Privacy Preserving SVM using Nonlinear Kernels on Horizontally Partitioned Data", Proc. of the 2006 ACM symposium on Applied Computing, pp. 603-610, 2006. (Pubitemid 44758853)
21. S. Narmadha and S. Vijayarani, "Protecting Sensitive Association Rules in Privacy Preserving Data Mining using Genetic Algorithms", Journal of Computer Applications, vol. 33, no. 7, pp. 36-43, 2011.