TF Encrypted (@tf_encrypted) 's Twitter Profile
TF Encrypted

@tf_encrypted

A Framework for Confidential Machine Learning with Encrypted Data. Open source and community focused.

ID: 1057023028071223296

linkhttps://tf-encrypted.io calendar_today29-10-2018 21:35:03

53 Tweet

372 Followers

1 Following

Cape (@capeprivacy) 's Twitter Profile Photo

We’re super pleased to announce TF SEAL, a bridge between TensorFlow and Microsoft Research’s SEAL. TF SEAL makes it easier to create homomorphically encrypted TensorFlow operations bringing deep learning and HE together. medium.com/dropoutlabs/br…

Cape (@capeprivacy) 's Twitter Profile Photo

We are super pleased to announce the addition of a Keras compatible API to TF Encrypted! You can now define encrypted machine learning models using an API you know and love in TensorFlow. Read on below for more 👇 medium.com/dropoutlabs/en…

Fadi Badine 🇱🇧 🇬🇷 (@fadibadine) 's Twitter Profile Photo

From medical apps to banking ones, TF Encrypted allows you to build and deploy models using encrypted data. Check out this blog to see how easy it is to create your model while keeping sensitive information private & unreadable by anyone including you. #TensorFlow #DeepLearning

TensorFlowWorld (@tensorflowworld) 's Twitter Profile Photo

Join the @dropoutlabs team for a tutorial at #TFWorld Oct 29: Privacy-Preserving Machine Learning with #TensorFlow and TF Encrypted oreil.ly/cgCUZ

Join the @dropoutlabs team for a tutorial at #TFWorld Oct 29: Privacy-Preserving Machine Learning with #TensorFlow and TF Encrypted oreil.ly/cgCUZ
Ed Sim (@edsim) 's Twitter Profile Photo

Not all github stars have the same value. One would clearly expect more from a database like Timescale (now TigerData) than a privacy preserving machine learning project TF Encrypted - when raising next round think about what you are optimzing for

Not all github stars have the same value. One would clearly expect more from a database like <a href="/TimescaleDB/">Timescale (now TigerData)</a> than a privacy preserving machine learning project <a href="/tf_encrypted/">TF Encrypted</a> - when raising next round think about what you are optimzing for
OpenMined (@openminedorg) 's Twitter Profile Photo

#PySyft now supports TensorFlow thanks to the team Formerly Dropout Labs! PySyft-TensorFlow supports remote execution of - Tensors - Variables - #Keras Models We plan to support - TF Encrypted - TF #Privacy - TF #Federated in the very near future!! Blog: blog.openmined.org/introducing-py…

#PySyft now supports <a href="/TensorFlow/">TensorFlow</a> thanks to the team <a href="/dropoutlabsai/">Formerly Dropout Labs</a>!

PySyft-TensorFlow supports remote execution of

- Tensors
- Variables
- #Keras Models 

We plan to support

- <a href="/tf_encrypted/">TF Encrypted</a>
- TF #Privacy
- TF #Federated

in the very near future!!

Blog: blog.openmined.org/introducing-py…
Cape (@capeprivacy) 's Twitter Profile Photo

At TensorFlowWorld and interested in privacy-preserving machine learning? Don’t miss our tutorial Oct 29th @ 1:30 PM on how to use sensitive data to train and deploy models using TensorFlow, OpenMined’s PySyft, and TF Encrypted. github.com/dropoutlabs/tf…

OpenMined (@openminedorg) 's Twitter Profile Photo

Excited about the new support for TensorFlow 2.0 in #PySyft, but want to see more? Apply to join the TensorFlow development team! Roadmap: - full TensorFlow API support - integrations w/ TF Privacy, TF Encrypted & TF Federated, - and more! Apply: docs.google.com/forms/d/e/1FAI…

Morten Dahl (@mortendahlcs) 's Twitter Profile Photo

So many security-related projects have shields in their logos; did you notice that the TF Encrypted logo instead hints at collaboration and bringing data together? 🙃

So many security-related projects have shields in their logos; did you notice that the <a href="/tf_encrypted/">TF Encrypted</a> logo instead hints at collaboration and bringing data together? 🙃
Cape (@capeprivacy) 's Twitter Profile Photo

We’re publishing a blog post today about bringing federated learning (FL) and secure aggregation together in TensorFlow 2.0. It contains a detailed explanation of both concepts and a full example. medium.com/dropoutlabs/fe…

TF Encrypted (@tf_encrypted) 's Twitter Profile Photo

We are super excited to introduce the Alibaba Gemini Lab from Alibaba Group as our newest organizational contributor! They recently obtained 1st place in the iDASH competition (more to come!) and are now generously contributing the extension of TF Encrypted used! 🙌😍

TF Encrypted (@tf_encrypted) 's Twitter Profile Photo

Watch this walkthrough of how to do collaborative fraud detection using TF Encrypted! alibaba-gemini-lab.github.io/docs/blog/tfe/