TensorFlowmodelencryption

Hi,y'allWehaveamodelthatgetspulledfroms3tothelocalfilesystem.Thisisasecurityvulnerability.Howdowekeepthemodelin ...,TFEncryptedisaframeworkforencryptedmachinelearninginTensorFlow.ItlooksandfeelslikeTensorFlow,takingadvantageoftheease-of-useofthe ...,TFEncryptedisaframeworkforencryptedmachinelearninginTensorFlow.ItlooksandfeelslikeTensorFlow,takingadvantageoftheease-of-useofthe ...,2018年6月25...

參考資訊如下
How to encrypt a trained model on local file system

Hi, y'all We have a model that gets pulled from s3 to the local file system. This is a security vulnerability. How do we keep the model in ...

A Framework for Encrypted Machine Learning in TensorFlow

TF Encrypted is a framework for encrypted machine learning in TensorFlow. It looks and feels like TensorFlow, taking advantage of the ease-of-use of the ...

tf

TF Encrypted is a framework for encrypted machine learning in TensorFlow. It looks and feels like TensorFlow, taking advantage of the ease-of-use of the ...

[TensorFlow] Encryptingdecrypting a pre

2018年6月25日 — So we can encrypt model data (for example via AES), save that into a file, load this file from the app, decrypt and restore GraphDef object from ...

tf

TF Encrypted is a framework for encrypted machine learning in TensorFlow. It looks and feels like TensorFlow, taking advantage of the ease-of-use of the ...

How to hide or encrypt my own keras model file(like h5) ...

2020年4月16日 — For the first case I've found this post and related TFSecured repository, which does AES encryption of tensorflow model via Python and allows ...

TF Encrypted

What is TF Encrypted? ... TF Encrypted is a framework for encrypted deep learning in TensorFlow. It looks and feels like TensorFlow, taking advantage of the ease- ...

TF Encrypted API Docs — tf

TF Encrypted is a framework for encrypted machine learning in TensorFlow. It ... cryptography like secure multi-party computation, and homomorphic encryption.

How to encrypt a TensorFlow model

2019年9月24日 — Depends on the crypto algorithm used. It may be possible. Other algo's use salt or other variables in addition to the key. While you may find ...

TF-Encrypted