Protecting K-Nearest Neighbor Queries from Location Inference Attacks

DPRS

cd experiment

Evaluate the effectiveness of the attack on the original data.

python run_all_experiment_attack_variation.py

Evaluate the defensive effectiveness of DPRS against attacks.

python run_all_experiment_attack_variation.py --truncated-method RSM-Lap

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.idea		.idea
__pycache__		__pycache__
datasetProcessing		datasetProcessing
experiment		experiment
.gitignore		.gitignore
README.md		README.md
cluster_dp_post.py		cluster_dp_post.py
dp_cluster.py		dp_cluster.py
dp_get_perturb_r.py		dp_get_perturb_r.py
hnsw_impl.py		hnsw_impl.py
location_attack.py		location_attack.py
privacy_compute.py		privacy_compute.py
sampling_comparison.py		sampling_comparison.py
square.py		square.py
srr.py		srr.py
truncated_performance_test.py		truncated_performance_test.py