Neighborhood Watch: Privacy Risks in Seeded Local Combination Synthetic Data

arXiv:2608.27037 · cs.CR · Submitted 2026-08-27 · Read on arXiv

cs.CR

Submitted: 2026-08-27

Updated: 2026-08-27

Terminology

Seeded Local Combination — 25× in this paper
Latent Space — 19× in this paper · explained in 7 episodes
Attribute Inference Attack — 13× in this paper
Synthetic Data Generation — 11× in this paper · explained in 5 episodes
Accuracy — 6× in this paper · explained in 1 episode
Differential Privacy — 4× in this paper · explained in 4 episodes
Generative Model — 4× in this paper · explained in 2 episodes
Gradient Boosting — 4× in this paper
Data Augmentation — 3× in this paper · explained in 7 episodes
IEEE Symposium on Security and Privacy — 3× in this paper
Generative Models — 2× in this paper · explained in 2 episodes
Actor — 1× in this paper · explained in 3 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Core — 1× in this paper · explained in 2 episodes
Ensemble Approach — 1× in this paper · explained in 3 episodes
Ensemble Learning — 1× in this paper · explained in 2 episodes
False Positive Rate — 1× in this paper
Generative Modeling — 1× in this paper · explained in 3 episodes
Kernel Density Estimator — 1× in this paper
Membership Inference Attacks (MIAs) — 1× in this paper · explained in 2 episodes
True Positive Rate — 1× in this paper
Unified Framework — 1× in this paper · explained in 5 episodes