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06/13/2023
SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning
We consider a cross-silo federated learning (FL) setting where a machine...
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01/08/2021
Differentially Private Federated Learning for Cancer Prediction
Since 2014, the NIH funded iDASH (integrating Data for Analysis, Anonymi...
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08/17/2020
Siloed Federated Learning for Multi-Centric Histopathology Datasets
While federated learning is a promising approach for training deep learn...
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09/20/2018
Faster RER-CNN: application to the detection of vehicles in aerial images
Detecting small vehicles in aerial images is a difficult job that can be...
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09/10/2018