Announcing SecureNN in tf-encrypted

#1

Post by bendecoste » Thu, Dec 13, 2018, 5:54 PM UTC

Announcing SecureNN in tf-encrypted
medium.com

Re: Announcing SecureNN in tf-encrypted

#2

Post by bendecoste » Thu, Dec 13, 2018, 5:57 PM UTC

SecureNN gives efficient secure ReLU's and Maxpooling neural network layers. This is done using secure multiparty computation (MPC).

tf-encrypted is a project that aims to bring secure technologies into a place that feels familiar to practitioners.

You can read more about tf-encrypted here: https://medium.com/dropoutlabs/experimenting-with-tf-encrypt...

and the project github here: https://github.com/mortendahl/tf-encrypted

Re: Announcing SecureNN in tf-encrypted

#3

Post by billconan » Thu, Dec 13, 2018, 6:50 PM UTC

bendecoste wrote: post #2

SecureNN gives efficient secure ReLU's and Maxpooling neural network layers. This is done using secure multiparty computation (MPC). tf-encrypted is a project that aims to bring secure technologies into a place that feels familiar to practitioners. You can read more about tf-encrypted here: https://medium.com/dropoutlabs/experimenting-with-tf-encrypt... and the project github here: https://github.com/mortendahl/tf-en…

with this enabled, will we still be able to use GPU? can GPU calculate encrypted data?