Incorporating Background Knowledge in Privacy Preserving Geolocation
Anour F.A. Dafa-Alla
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Incorporating Background Knowledge in Privacy Preserving Geolocation

An Access Control Approach

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Privacy is an important issue that should be considered before releasing individual's data for research purpose. Recent studies proved that even in the form of low resolution maps, researchers were able to determine the relative error between the true house locations and the location determined by ego-referencing the published map. This problem is more complicated by the fact that, in addition to the released point maps or data in general, one may also has access to other resources (e.g., published maps on surveys, public records, voter lists, and social networks ), which known as Background k...