Extended capabilities for a privacy-enhanced participatory sensing infrastructure (PEPSI)

IEEE Transactions on Information Forensics and Security

Volumn 8, Issue 12, 2013, Pages 2021-2033

  De Cristofaro, Emiliano ^a   Soriente, Claudio ^b  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b ETH ZURICH   (Switzerland)

Author keywords

Participatory sensing; Privacy; Security

Indexed keywords

COMMUNICATION OVERHEADS; COMPUTATIONAL COSTS; INNOVATIVE COMPUTING; LARGE-SCALE DEPLOYMENT; PARTICIPATORY SENSING; PERSONAL INFORMATION; SECURITY; TRAFFIC CONDITIONS;

CONSUMER PROTECTION; MOBILE DEVICES; MOBILE TELECOMMUNICATION SYSTEMS;

DATA PRIVACY;

EID: 84888309373     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2013.2287092     Document Type: Article

References (52)

1. J. Burke, D. Estrin, M. Hansen, A. Parker, N. Ramanathan, S. Reddy, et al., "Participatory sensing," in Proc. WSW, 2006, pp. 117-134.
2. E. Paulos, R. Honicky, and E. Goodman, "Sensing atmosphere," in Proc. Sens. Syst. Workshops, Jan. 2007, pp. 1-6.
3. S. Mathur, T. Jin, N. Kasturirangan, J. Chandrasekaran, W. Xue, M. Gruteser, et al., "ParkNet: Drive-by sensing of road-side parking statistics," in Proc. 8th Int. Conf. Mobile Syst., Appl., Services , 2010, pp. 123-136.
4. Stanford University. (2010). Quake-Catcher Network, Stanford, CA, USA [Online]. Available: http://qcn.stanford.edu
5. Y. Dong, S. S. Kanhere, C. T. Chou, and N. Bulusu, "Automatic collection of fuel prices from a network of mobile cameras," in Proc. 4th IEEE Int. Conf. DCOSS, Jun. 2008, pp. 140-156.
6. S. Sehgal, S. S. Kanhere, and C. T. Chou, "MobiShop: Using mobile phones for sharing consumer pricing information," in Proc. DCOSS, 2008, pp. 1-2.
7. Nokia Research Center. (2010). SensorPlanet, Sunnyvale, CA, USA [Online]. Available: http://research.nokia.com/research/ projects/sensorplanet
8. T. Das, P. Mohan, V. N. Padmanabhan, R. Ramjee, and A. Sharma, "PRISM: Platform for remote sensing using smartphones," in Proc. 8th Int. Conf. Mobile Syst., Appl., Services, 2010, pp. 63-76.
9. S. Reddy, D. Estrin, and M. B. Srivastava, "Recruitment framework for participatory sensing data collections," in Proc. 8th Int. Conf. Pervas. Comput., 2010, pp. 138-155.
10. X. Chen, K. Makki, K. Yen, and N. Pissinou, "Sensor network security: A survey," IEEE Commun. Surv. Tuts., vol. 11, no. 2, pp. 52-73, Jun. 2009.
11. K. Shilton, "Four billion little brothers?: Privacy, mobile phones, and ubiquitous data collection," Commun. ACM, vol. 52, no. 11, pp. 48-53, Aug. 2009.
12. A. Kapadia, D. Kotz, and N. Triandopoulos, "Opportunistic sensing: Security challenges for the new paradigm," in Proc. IEEE 1st Int. Commun. Syst. Netw. Workshops, Jan. 2009, pp. 1-10.
13. D. Christin, M. Hollick, and M. Manulis, "Security and privacy objectives for sensing applications in wireless community networks," in Proc. IEEE ICCCN, Aug. 2010, pp. 1-6.
14. D. Christin, A. Reinhardt, S. S. Kanhere, and M. Hollick, "A survey on privacy in mobile participatory sensing applications," J. Syst. Softw., vol. 84, no. 11, pp. 1928-1946, 2011.
15. C. Cornelius, A. Kapadia, D. Kotz, D. Peebles, M. Shin, and N. Triandopoulos, "AnonySense: Privacy-aware people-centric sensing," in Proc. 6th Int. Conf. Mobile Syst., Appl., Services, 2008, pp. 211-224.
16. M. Shin, C. Cornelius, D. Peebles, A. Kapadia, D. Kotz, and N. Triandopoulos, "AnonySense: A system for anonymous opportunistic sensing," Pervas. Mobile Comput., vol. 7, no. 1, pp. 16-30, 2011.
17. K. L. Huang, S. S. Kanhere, and W. Hu, "Preserving privacy in participatory sensing systems," Comput. Commun., vol. 33, no. 11, pp. 1266-1280, Jul. 2010.
18. D. L. Chaum, "Untraceable electronic mail, return addresses, and digital pseudonyms," Commun. ACM, vol. 24, no. 2, pp. 84-88, Feb. 1981.
19. L. Sweeney, "Anonymity: A model for protecting privacy," Int. J. Uncertainty, Fuzziness Knowl., Based Syst., vol. 10, no. 5, pp. 557-570, 2002.
20. A. Machanavajjhala, D. Kifer, J. Gehrke, and M. Venkitasubramaniam, "L-diversity: Privacy beyond ?-anonymity," ACM Trans. Knowl. Discovery Data, vol. 1, no. 1, pp. 1-3, Mar. 2007.
21. R. Cáceres, L. P. Cox, H. Lim, A. Shakimov, and A. Varshavsky, "Virtual individual servers as privacy-preserving proxies for mobile devices," in Proc. 1st ACM Workshop Netw., Syst., Appl. Mobile Handhelds, 2009, pp. 37-42.
22. R. K. Ganti, N. Pham, Y.-E. Tsai, and T. F. Abdelzaher, "PoolView: Stream privacy for grassroots participatory sensing," in Proc. 6th ACM Conf. Embedded Netw. Sensor Syst., Nov. 2008, pp. 281-294.
23. C. Dwork, "Differential privacy," in Proc. ICALP, 2006, pp. 1-12. (Pubitemid 44113232)
24. J. Shi, R. Zhang, Y. Liu, and Y. Zhang, "PriSense: Privacy-preserving data aggregation in people-centric urban sensing systems," in Proc. IEEE INFOCOM, Mar. 2010, pp. 758-766.
25. A. Dua, N. Bulusu, W. C. Feng, and W. Hu, "Towards trustworthy participatory sensing," in Proc. 4th Usenix Workshop Hot Topics Sec., 2009, pp. 1-6.
26. P. Gilbert, L. P. Cox, J. Jung, and D. Wetherall, "Toward trustworthy mobile sensing," in Proc. 11th Workshop Mobile Comput. Syst. Appl., 2010, pp. 31-36.
27. L. Buttyán and J. Hubaux, Security and Cooperation in Wireless Networks. Cambridge, U.K.: Cambridge Univ. Press, 2007.
28. S. Reddy, K. Shilton, G. Denisov, C. Cenizal, D. Estrin, and M. B. Srivastava, "Biketastic: Sensing and mapping for better biking," in Proc. SIGCHI Conf. Human Factors Comput. Syst., 2010, pp. 1817-1820.
29. S. Meiklejohn, K. Mowery, S. Checkoway, and H. Shacham, "The phantom tollbooth: Privacy-preserving electronic toll collection in the presence of driver collusion," in Proc. USENIX Sec. Symp., 2011, pp. 1-16.
30. D. Boneh and M. K. Franklin, "Identity-based encryption from the Weil pairing," in Proc. 21st Annu. Int. Cryptol. Conf., Aug. 2001, pp. 213-229. (Pubitemid 33317917)
31. M. Green and S. Hohenberger, "Blind identity-based encryption and simulatable oblivious transfer," in ASIACRYPT. New York, NY, USA: Springer-Verlag, Jun. 2007, pp. 265-282.
32. M. J. Freedman, Y. Ishai, B. Pinkas, and O. Reingold, "Keyword search and oblivious pseudorandom functions," in Theory of Cryptography, New York, NY, USA: Springer-Verlag, 2005, pp. 303-324. (Pubitemid 41231171)
33. M. Naor and O. Reingold, "Number-theoretic constructions of efficient pseudo-random functions," in Proc. FOCS, 1997, pp. 458-467.
34. J. Krumm, "A survey of computational location privacy," Pers. Ubiquitous Comput., vol. 13, no. 6, pp. 391-399, Aug. 2009.
35. A. Beresford and F. Stajano, "Location privacy in pervasive computing," IEEE Pervas. Comput., vol. 2, no. 1, pp. 46-55, Jan. 2003.
36. J. Daemen and V. Rijmen, "Rijndael for aes," in Proc. AES Candidate Conf., 2000, pp. 343-348.
37. D. Boneh, C. Gentry, and B. Waters, "Collusion resistant broadcast encryption with short ciphertexts and private keys," in Proc. CRYPTO, 2005, pp. 258-275. (Pubitemid 43902118)
38. S. Jarecki and X. Liu, "Fast secure computation of set intersection," in Proc. 7th Int. Conf. SCN, 2010, pp. 418-435.
39. N. Cao, C. Wang, M. Li, K. Ren, and W. Lou, "Privacy-preserving multi-keyword ranked search over encrypted cloud data," in Proc. IEEE INFOCOM, Apr. 2011, pp. 829-837.
40. M. Raykova, B. Vo, S. M. Bellovin, and T. Malkin, "Secure anonymous database search," in Proc. CCSW, 2009, pp. 115-126.
41. S. Kamara, P. Mohassel, and B. Riva, "Salus: A system for server-aided secure function evaluation," in Proc. CCS, 2012, pp. 1-26.
42. X. O. Wang, W. Cheng, P. Mohapatra, and T. Abdelzaher, "ARTSense: Anonymous reputation and trust in participatory sensing," in Proc. INFOCOM, 2013, pp. 1-9.
43. 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. MSWiM, 2010, pp. 1-9.
44. M. Lin, L. Xu, L. T. Yang, X. Qin, N. Zheng, Z. Wu, et al., "Static security optimization for real time systems," IEEE Trans. Ind. Inf., vol. 5, no. 1, pp. 22-37, Feb. 2009.
45. Z. Shao, C. Xue, Q. Zhuge, M. K. Q. Xiao, and E. H.-M. Sha, "Security protection and checking for embedded system integration against buffer overflow attacks via hardware/software," IEEE Trans. Comput., vol. 55, no. 4, pp. 443-453, Apr. 2006.
46. M. Qiu, L. Zhang, Z. Ming, Z. Chen, X. Qin, and L. T. Yang, "Securityaware optimization for ubiquitous computing systems with seat graph approach," J. Comput. Syst. Sci., vol. 79, no. 5, pp. 518-529, 2013.
47. M. Bellare, C. Namprempre, D. Pointcheval, and M. Semanko, "The one-more-RSA-inversion problems and the security of Chaum's blind signature scheme," J. Cryptol., vol.16, no. 3, pp. 185-215, 2003. (Pubitemid 41201209)
48. B. Lynn. (2013). PBC: The Pairing-Based Cryptography Library [Online]. Available: http://crypto.stanford.edu/pbc/
49. - (2013). The GNU Multiple Precision Arithmetic Library [Online]. Available: http://gmplib.org/
50. A. Menezes, P. Van Oorschot, and S. Vanstone, Handbook of Applied Cryptography. Boca Raton, FL, USA: CRC Press, 1997.
51. S. Saroiu and A. Wolman, "I am a sensor, and I approve this message," in Proc. 11th Workshop Mobile Comput. Syst. Appl., 2010, pp. 37-42.
52. A. Jøsang, R. Ismail, and C. Boyd, "A survey of trust and reputation systems for online service provision," Decision Support Syst., vol. 43, no. 2, pp. 618-644, 2007. (Pubitemid 46216533)