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06/30/2023
High-throughput Simulation of Federated Learning via Resource-Aware Client Placement
Federated Learning (FL) is the privacy-preserving machine learning parad...
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05/26/2023
vFedSec: Efficient Secure Aggregation for Vertical Federated Learning via Secure Layer
Most work in privacy-preserving federated learning (FL) has been focusin...
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05/18/2023
Efficient Vertical Federated Learning with Secure Aggregation
The majority of work in privacy-preserving federated learning (FL) has b...
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02/20/2023
Harms from Increasingly Agentic Algorithmic Systems
Research in Fairness, Accountability, Transparency, and Ethics (FATE) ha...
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07/03/2022