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05/17/2021
A Fusion-Denoising Attack on InstaHide with Data Augmentation
InstaHide is a state-of-the-art mechanism for protecting private trainin...
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03/04/2021
Serverless Model Serving for Data Science
Machine learning (ML) is an important part of modern data science applic...
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10/20/2020
Feature Inference Attack on Model Predictions in Vertical Federated Learning
Federated learning (FL) is an emerging paradigm for facilitating multipl...
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09/12/2020
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks
In the last few years, distributed machine learning has been usually exe...
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08/14/2020
Privacy Preserving Vertical Federated Learning for Tree-based Models
Federated learning (FL) is an emerging paradigm that enables multiple or...
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12/25/2017