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04/12/2021
Practical Defences Against Model Inversion Attacks for Split Neural Networks
We describe a threat model under which a split network-based federated l...
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04/01/2021
PyVertical: A Vertical Federated Learning Framework for Multi-headed SplitNN
We introduce PyVertical, a framework supporting vertical federated learn...
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01/14/2021
U-Noise: Learnable Noise Masks for Interpretable Image Segmentation
Deep Neural Networks (DNNs) are widely used for decision making in a myr...
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11/18/2020
