Steve Drew

A Privacy-Preserving Hybrid Federated Learning Framework for Financial Crime Detection

2023 · arXiv (Cornell University)

The recent decade witnessed a surge of increase in financial crimes across the public and private sectors, with an average cost of scams of $102m to financial institutions in 2022. Developing a mechanism for battling …

Navigating High-Degree Heterogeneity: Federated Learning in Aerial and Space Networks

2024 · arXiv (Cornell University)

Federated learning offers a compelling solution to the challenges of networking and data privacy within aerial and space networks by utilizing vast private edge data and computing capabilities accessible through drones, balloons, and satellites. While …