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08/21/2022
Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning
The increasing popularity of the federated learning framework due to its...
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03/20/2022
Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs
As wireless standards evolve, more complex functionalities are introduce...
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06/18/2021
Less is More: Feature Selection for Adversarial Robustness with Compressive Counter-Adversarial Attacks
A common observation regarding adversarial attacks is that they mostly g...
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01/21/2021
Time-Correlated Sparsification for Communication-Efficient Federated Learning
Federated learning (FL) enables multiple clients to collaboratively trai...
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12/16/2020
FedADC: Accelerated Federated Learning with Drift Control
Federated learning (FL) has become de facto framework for collaborative ...
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11/12/2020