Title
A distributed location obfuscation method for online route planning.
Abstract
A novel location obfuscation method for online route planning is proposed which is robust to privacy inferences by the service provider regarding route source and destination. This is achieved by performing the task of route computation in a distributed manner. Specifically, the client decomposes the required route into a sequence of shorter routes between intermediate locations. These routes are subsequently requested from independent online route planners with the results being integrated by the client to give the route originally required. Robustness to privacy inferences is a consequence of the fact that, without significant coordination and sharing of information, an individual online route planner cannot infer with high probability the true route source or destination. An evaluation of the proposed method is performed in the context of route planning within the street network of Boston. This evaluation demonstrates that the proposed method offers robustness to privacy inferences while exhibiting a reasonable reduction in quality of service.
Year
DOI
Venue
2020
10.1016/j.cose.2020.101850
Computers & Security
Keywords
DocType
Volume
Privacy,Online route planning,Distributed computing,Street network,Location obfuscation
Journal
95
ISSN
Citations 
PageRank 
0167-4048
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Padraig Corcoran119123.08
Peter Mooney200.34
Andrei Gagarin300.34