spark-geo-privacy

Geospatial privacy functions for Apache Spark 1.6

Algorithms

Geo-indistinguishability (Andrés, Miguel E., et al. Geo-indistinguishability: Differential privacy for location-based systems.)
Geo-indistinguishability for traces (K. Chatzikokolakis, et al. A Predictive Differentially-Private Mechanism for Mobility Traces.)
Stay point detection (Q. Li, et al. Mining user similarity based on location history.)
Geo point recall (Primault, Vincent, et al. Time Distortion Anonymization for the Publication of Mobility Data with High Utility.)

Build the package and include the output JAR when submitting your Spark application.

# build the package
./build/sbt assembly

# run the tests
./build/sbt test

# publish to the local repository
./build/sbt publish-local

This spark package was built using sbt-spark-package.