C&EN

PhaseXplorer Creates High-Dimensional Phase Diagrams with Closed-Loop Active Learning

Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge CB2 1EW, U.K. Cavendish Laboratory, Department of Physics, University of Cambridge, Cambridge ...
IEEE

BadVFL: Backdoor Attacks in Vertical Federated Learning

Abstract: Federated learning (FL) enables multiple parties to collaboratively train a machine learning model without sharing their data; rather, they train their own model locally and send updates to ...
IEEE

RoPA: Robust Privacy-Preserving Forward Aggregation for Split Vertical Federated Learning

Abstract: Split Vertical Federated Learning (Split VFL) is an increasingly popular framework for collaborative machine learning on vertically partitioned data. However, it is vulnerable to various ...