Samuel Maddock

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Logistic Regression Models

Boosted Decision Trees

Differential Privacy

Top Venues

Proc. VLDB Endow.

Publications

Samuel Maddock, Graham Cormode, Carsten Maple
FLAIM: AIM-based Synthetic Data Generation in the Federated Setting. KDD (2024)
Samuel Maddock, Graham Cormode, Carsten Maple
FLAIM: AIM-based Synthetic Data Generation in the Federated Setting. CoRR (2023)
Samuel Maddock, Alexandre Sablayrolles, Pierre Stock
CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning. ICLR (2023)
Samuel Maddock, Alexandre Sablayrolles, Pierre Stock
CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning. CoRR (2022)
Samuel Maddock, Graham Cormode, Tianhao Wang, Carsten Maple, Somesh Jha
Federated Boosted Decision Trees with Differential Privacy. CCS (2022)
Samuel Maddock, Graham Cormode, Tianhao Wang, Carsten Maple, Somesh Jha
Federated Boosted Decision Trees with Differential Privacy. CoRR (2022)
Graham Cormode, Samuel Maddock, Carsten Maple
Frequency Estimation under Local Differential Privacy. Proc. VLDB Endow. 14 (11) (2021)
Graham Cormode, Samuel Maddock, Carsten Maple
Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks]. CoRR (2021)