The week's pick
Reseach Article
Providing Privacy Preserved and Trusted Location Services in Location based Services
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 179 - Number 7 |
| Year of Publication: 2017 |
| Authors: Amit Kumar Tyagi, N. Sreenath, T.Frederick Fernanzdez, A. Rajeswari |
10.5120/ijca2017915968
|
Amit Kumar Tyagi, N. Sreenath, T.Frederick Fernanzdez, A. Rajeswari . Providing Privacy Preserved and Trusted Location Services in Location based Services. International Journal of Computer Applications. 179, 7 ( Dec 2017), 20-26. DOI=10.5120/ijca2017915968
Abstract
Technological advances are changing the face of our society dramatically. New technology affects individuals countless ways, including the manner in which they interact with each other, with businesses, and with the government. Today’s technology makes possible to accomplish many tasks more efficiently, i.e, providing various location based services to vehicle users over road network. Vehicles used location based services (LBSs, during their journey/ in road) to find the nearest location, point of interests etc. But these services do not come without costs, i.e., service providers request a little amount for that, plus some sensitive information of vehicles users. Due to its centralised and open nature to all, comes with a trust, priavcy and security issues. To communication with service provider, we need a secure, authentic and trusted infrastructure. The target of Vehicle Ad-hoc Network (VANET) is achieving higher level of safety (i.e., to provide secure, trusted and privacy preserved communication) in the road network. The main aim of this paper is to propose a trust model for vehicular environment with desired level of privacy protection. This work contains two different modules. First, this work proposed a location privacy protection algorithm (for preserving privacy protection of moving objects during accessing location services), procedure of this algorithm; simulation results in detail. Second, it provides an algorithm to update trust value (in term of trust levels) for VANET users during acessing LBSs inside a mix zone. The results show that proposed method outperforms the existing privacy preservation method by effectively enhances privacy and trust against various adversaries. This work clearly explained the answer of following question “How to gain maximum location privacy preservation with positive trust in location based services?”
References
- Amit Kumar Tyagi, N. Sreenath, A Comparative Study on Privacy Preserving Techniques for Location Based Services, BJMCS, July, 2015 10(4): 1-25, 2015.
- Irshad Ahmed Sumra,Halabi Hasbullah et al., Trust and Trusted Computing in VANET, Computer Science Journal, Volume 1, Issue 1, April 2011.
- Amit Kumar Tyagi, N. Sreenath, Providing together Security, Location Privacy and Trust for moving objects, IJHIT Vol.9, No.3 2016, March, 2016.
- http://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=2594&context=etd
- N Bibmeyer, S Mauthofer, B Kpatcha, F Kargl, Assessment of node trustworthiness in VANETs using data plausibility checks with particle filters, IEEE, Seoul, Korea, pp. 78–85, 2012.
- Amit Kumar Tyagi, N. Sreenath, Future Challenging Issues in Location Based Services, IJCA, March, (0975 – 8887) Volume 114 – No. 5, 2015.
- Amit Kumar Tyagi, N. Sreenath, Preserving Location Privacy in Location Based Services against Sybil Attacks, IJSIA Vol.9, No.12 2015, pp.189-210, December, 2015.
- M Raya, P Papadimitratos, VD Gligor, J-P Hubaux, On data-centric trust establishment in ephemeral ad hoc networks, in the 27th Conference on Computer Communications, INFOCOM 2008. (IEEE, Phoenix, AZ, USA, 2008).
- S Gurung, D Lin, A Squicciarini, E Bertino, Information-oriented trustworthiness evaluation in vehicular ad-hoc networks, in Network and System Security. Springer, pp. 94–108, 2013.
- D¨urr, F., Skvortsov, P., Rothermel, K., “Position sharing for location privacy in non-trusted systems”, In: Proceedings of the 9th IEEE International Conference on Pervasive Computing and Communications, Seattle, USA, March 2011.
- M. C. M. Center, Spatial data transfer format. [Online Available]: http://mcmcweb.er.usgs.gov/sdts/, (2003).
- M. Li, K. Sampigethaya, L. Huang, et. al., SWING & SWAP: User-centric approaches towards maximizing location privacy, in Proceedings of the 5th ACM Workshop on Privacy in Electronic Society, 2006, pp. 19-28.
- Skvortsov, P., D¨urr, F., Rothermel, K., “Map-aware position sharing for location privacy in non-trusted systems”, In: Proceeding of the 10th International Conference on Pervasive Computing, Newcastle, UK, and June 2012.
- ChiYinet. al., “ChowTrajectory- Privacy in Location based Services and Data Publication,” SIGKDD Explorations, Volume 13, Issue 1, page 19, 2011.
- Chow, Chi-Yin, Mokbel, Mohamed F., “Trajectory privacy in location-based services and data publication”, ACM SIGKDD Explorations Newsletter, 2011.
- XinxinLiu et al., “Privacy Preserving Techniques for Location Based Services in Mobile Networks”, IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW), 2012.
- Amit Kumar Tyagi, N.Sreenath, “Ensuring Trust and Privacy in Large Carpooling Problems”, in proceeding of International Conference on Computational Intelligence and Communication (CIC), Vol. 14. International Journal of Computer Science and Information Security (IJCSIS), Pondicherry, India, pp. 1-11, 2016.
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