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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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07/09/2022
Digital Twin Assisted Task Offloading for Aerial Edge Computing and Networks
Considering the user mobility and unpredictable mobile edge computing (M...
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05/11/2022
Libra: In-network Gradient Aggregation for Speeding up Distributed Sparse Deep Training
Distributed sparse deep learning has been widely used in many internet-s...
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06/10/2021
NetFC: enabling accurate floating-point arithmetic on programmable switches
In-network computation has been widely used to accelerate data-intensive...
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06/09/2021
Attacking Adversarial Attacks as A Defense
It is well known that adversarial attacks can fool deep neural networks ...
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09/28/2020