Balancing the privacy-utility trade-off: How to draw reliable conclusions from private data

arXiv:2603.12753 · stat.ME, cs.CR · Submitted 2026-03-13 · Read on arXiv

stat.ME, cs.CR

Submitted: 2026-03-13

Updated: 2026-08-28

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Differential Privacy — 25× in this paper · explained in 4 episodes
Differential Privacy (DP) — 3× in this paper · explained in 7 episodes
Differentially Private — 3× in this paper · explained in 3 episodes
AUC — 2× in this paper · explained in 2 episodes
Actor — 2× in this paper · explained in 3 episodes
Adam — 2× in this paper · explained in 2 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Robustness — 2× in this paper · explained in 5 episodes
Accuracy — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Area Under the Curve — 1× in this paper
Cooperation — 1× in this paper · explained in 2 episodes
Core — 1× in this paper · explained in 2 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Generalization — 1× in this paper · explained in 13 episodes
Information Leakage — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Receiver Operating Characteristic — 1× in this paper
Trace — 1× in this paper · explained in 2 episodes

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