15 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Privacy-Preserving Federated Fraud Detection in Payment Transactions with NVIDIA FLARE
Holger R. Roth, Sarthak Tickoo, Mayank Kumar +18
Fraud-related financial losses continue to rise, while regulatory, privacy, and data-sovereignty constraints increasingly limit the feasibility of centralized fraud detection syste…
stat.ML2022★ 15 cited
FedSyn: Synthetic Data Generation using Federated Learning
Monik Raj Behera, Sudhir Upadhyay, Suresh Shetty +3
As Deep Learning algorithms continue to evolve and become more sophisticated, they require massive datasets for model training and efficacy of models. Some of those data requiremen…