Timothy Stevens | DeepAI

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research

∙ 02/10/2022

Backpropagation Clipping for Deep Learning with Differential Privacy

We present backpropagation clipping, a novel variant of differentially p...

0 Timothy Stevens, et al. ∙

research

∙ 01/03/2022

Secret Sharing Sharing For Highly Scalable Secure Aggregation

Secure Multiparty Computation (MPC) can improve the security and privacy...

0 Timothy Stevens, et al. ∙

research

∙ 12/13/2021

Efficient Differentially Private Secure Aggregation for Federated Learning via Hardness of Learning with Errors

Federated machine learning leverages edge computing to develop models fr...

0 Timothy Stevens, et al. ∙