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06/14/2023
Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions
Machine Learning as a Service (MLaaS) is an increasingly popular design ...
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11/28/2022
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration
Differential privacy (DP) allows data analysts to query databases that c...
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12/23/2021
Self-Attention Generative Adversarial Network for Iterative Reconstruction of CT Images
Computed tomography (CT) uses X-ray measurements taken from sensors arou...
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07/26/2021
Selective MPC: Distributed Computation of Differentially Private Key Value Statistics
An increasingly popular method for computing aggregate statistics while ...
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10/23/2020