tf-encrypted / tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

Home Page:https://tf-encrypted.io/

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Polymorphic Encryption

tomatopuree opened this issue · comments

Hello, great library you got here!

How could I go about extending this library to polymorphic encryption? Are there any plans to do so, and if not, what would be a good angle of attack?

Thank you

Hello ! Not sure what you mean by polymorphic encryption :/
Does it mean homomorphic encryption ? If so, you can look at https://github.com/tf-encrypted/tf-seal

Tf-seal looks very interesting! Thank you.

Section 1.2 of this document gives a simple overview of polymorphic encryption.

https://eprint.iacr.org/2016/411.pdf

What I am looking for is an open source project that provides the ability to use homomorphic encryption with multiple private keys, without duplicating the encrypted data through the use of a "transcryptor".