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09/13/2023
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass
Differentially private stochastic gradient descent (DP-SGD) adds noise t...
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06/02/2021
Differential Privacy for Text Analytics via Natural Text Sanitization
Texts convey sophisticated knowledge. However, texts also convey sensiti...
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02/22/2020
Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions
Neural networks provide better prediction performance than previous tech...
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09/16/2019