Samuel Maddock

According to our database, Samuel Maddock authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

FLAIM: AIM-based Synthetic Data Generation in the Federated Setting.

Samuel Maddock, Graham Cormode, Carsten Maple

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning.

Samuel Maddock, Alexandre Sablayrolles, Pierre Stock

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Federated Boosted Decision Trees with Differential Privacy.

Samuel Maddock, Graham Cormode, Tianhao Wang, Carsten Maple, Somesh Jha

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

Frequency Estimation under Local Differential Privacy.

Graham Cormode, Samuel Maddock, Carsten Maple

Proc. VLDB Endow., 2021

Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks].

Graham Cormode, Samuel Maddock, Carsten Maple

CoRR, 2021