Samuel Maddock

14 papers A* 3Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GEM+: Scalable State-of-the-Art Private Synthetic Data with Generator Networks. CoRR Samuel Maddock, Shripad Gade, Graham Cormode, Will Bullock
2025	J	`jnl`	Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation. CoRR Samuel Maddock, Shripad Gade, Graham Cormode, Will Bullock
2025	J	`jnl`	Private Federated Multiclass Post-hoc Calibration. CoRR Samuel Maddock, Graham Cormode, Carsten Maple
2025	—	`conf`	Synthetic Tabular Data: Methods, Attacks and Defenses. KDD (2) Graham Cormode, Samuel Maddock, Enayat Ullah, Shripad Gade
2025	J	`jnl`	Synthetic Tabular Data: Methods, Attacks and Defenses. CoRR Graham Cormode, Samuel Maddock, Enayat Ullah, Shripad Gade
2025	J	`jnl`	Synthetic Tabular Data: methods, attacks and defenses. Proc. VLDB Endow. Graham Cormode, Shripad Gade, Samuel Maddock, Enayat Ullah
2024	A*	`conf`	FLAIM: AIM-based Synthetic Data Generation in the Federated Setting. KDD Samuel Maddock, Graham Cormode, Carsten Maple
2023	A*	`conf`	CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning. ICLR Samuel Maddock, Alexandre Sablayrolles, Pierre Stock
2023	J	`jnl`	FLAIM: AIM-based Synthetic Data Generation in the Federated Setting. CoRR Samuel Maddock, Graham Cormode, Carsten Maple
2022	J	`jnl`	CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning. CoRR Samuel Maddock, Alexandre Sablayrolles, Pierre Stock
2022	A*	`conf`	Federated Boosted Decision Trees with Differential Privacy. CCS Samuel Maddock, Graham Cormode, Tianhao Wang, Carsten Maple, Somesh Jha
2022	J	`jnl`	Federated Boosted Decision Trees with Differential Privacy. CoRR Samuel Maddock, Graham Cormode, Tianhao Wang, Carsten Maple, Somesh Jha
2021	J	`jnl`	Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks]. CoRR Graham Cormode, Samuel Maddock, Carsten Maple
2021	J	`jnl`	Frequency Estimation under Local Differential Privacy. Proc. VLDB Endow. Graham Cormode, Samuel Maddock, Carsten Maple