/LocationPrivacy

Location Privacy Preservation of Vehicle Data in Internet of Vehicles

Primary LanguagePythonMIT LicenseMIT

LocationPrivacy

Location Privacy Preservation of Vehicle Data in IoV

Steps:

  1. Download loc-gowalla_totalCheckins.txt.gz from https://snap.stanford.edu/data/loc-gowalla.html

  2. Adjust values KDTSearchHeight and epsilon in kdTree_DP_WithTime.py, and then run it to generate DP datasets:

python kdTree_DP_WithTime.py

References:

[1] The code for kdTree is taken from: https://www.astroml.org/book_figures/chapter2/fig_kdtree_example.html

[2]For measuring the data quality of DP, I used the LSTM predictor from: https://github.com/xiaochus/TrafficFlowPrediction.git