The new Casper: query processing for location services without compromising privacy
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
A peer-to-peer spatial cloaking algorithm for anonymous location-based service
GIS '06 Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems
A Cloaking Algorithm Based on Spatial Networks for Location Privacy
SUTC '08 Proceedings of the 2008 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (sutc 2008)
Hilbert-order based spatial cloaking algorithm in road network
Concurrency and Computation: Practice & Experience
| Hi-index | 0.00 |
The k-anonymity technique is widely used to provide location privacy protection for accessing location-based services (LBS), i.e., the exact location of a query initiator is cloaked into a spatial region that contains at least k indistinguishable users. However, a centralized location anonymizer may pose serious privacy threats and could be the system bottleneck. Moreover, many cloaking methods are developed for the Euclidean space and fail to consider the features of road networks. In this demonstration, we present the technologies and implementations which protect location privacy by peer-to-peer based cloaking on road networks. We name the prototype system as PROS. With PROS, a mobile user forms a cloaked road segment set by collaborating with her peers when she needs to retrieve information from location-based service providers. Afterward, the cloaked road segment set is sent to the service provider for query processing and an inclusive query result set is returned to the query initiator after the query evaluation.