TF Encrypted

53 posts

TF Encrypted

@tf_encrypted

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

انضم Ekim 2018

1 يتبع364 المتابعون

TF Encrypted@tf_encrypted·30 Haz

Exciting news from @capeprivacy, focusing on making privacy tech more accessible!

Cape.ai@cape_ai_

Privacy + data science focused collaboration creates remarkable changes! We believe in breaking out of the outdated governance models and into a more collaborative and value-driven future. Check out github.com/capeprivacy/ca… and let us know what you think. 🙏🌎💪 #OpenSource

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TF Encrypted@tf_encrypted·28 Şub

Recent paper on collaborative learning with @tf_encrypted accepted for Trustworthy ML workshop at ICLR!

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TF Encrypted@tf_encrypted·12 Şub

Exciting work from core contributor @YannDupis on how to bring better type-safety and performance to encrypted machine learning in @TensorFlow!

Yann Dupis@YannDupis

I played with an encrypted inference toy example classifying images of digits from MNIST using Swift for @TensorFlow . It’s been really fun to experiment with S4TF :) github.com/yanndupis/swif…

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TF Encrypted@tf_encrypted·13 Oca

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

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TF Encrypted@tf_encrypted·22 Ara

Thank you for the mention! 🙏 Suggested missing link: github.com/tf-encrypted

VentureBeat@VentureBeat

AI has a privacy problem, but these techniques could fix it wp.me/p8wLEc-aLo2 by @Kyle_L_Wiggers

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TF Encrypted@tf_encrypted·19 Ara

We are super excited to introduce the Alibaba Gemini Lab from @AlibabaGroup 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! 🙌😍

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TF Encrypted أُعيد تغريده

Morten Dahl@mortendahlcs·18 Ara

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? 🙃

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Cape.ai@cape_ai_·18 Ara

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…

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OpenMined@openminedorg·1 Kas

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…

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Cape.ai@cape_ai_·28 Eki

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, @openminedorg’s PySyft, and @tf_encrypted. github.com/dropoutlabs/tf…

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OpenMined@openminedorg·24 Eki

#PySyft now supports @TensorFlow thanks to the team @dropoutlabsai! 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…

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Ed Sim@edsim·22 Eki

Not all github stars have the same value. One would clearly expect more from a database like @TimescaleDB than a privacy preserving machine learning project @tf_encrypted - when raising next round think about what you are optimzing for

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Morten Dahl@mortendahlcs·10 Eki

Super exciting news from Facebook AI re encrypted computations for ML in @PyTorch ai.facebook.com/blog/crypten-a…

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TensorFlowWorld@TensorFlowWorld·23 Eyl

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

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TF Encrypted@tf_encrypted·28 Ağu

A huge thank you to everyone for helping us pass ✨400 stars ✨ on GitHub! github.com/tf-encrypted/t…

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Fadi Badine 🇱🇧 🇬🇷@fadibadine·25 Ağu

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

François Chollet@fchollet

Encrypted Deep Learning training & inference with TF Encrypted Keras medium.com/dropoutlabs/en…

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François Chollet@fchollet·24 Ağu

Encrypted Deep Learning training & inference with TF Encrypted Keras medium.com/dropoutlabs/en…

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Cape.ai@cape_ai_·23 Ağu

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…

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Cape.ai@cape_ai_·8 Ağu

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

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jason@jvmncs·19 Tem

Looking forward to demoing @tf_encrypted and meeting all the attendees!

Cape.ai@cape_ai_

We’re super excited for @TensorFlowWorld - we will be on site presenting @tf_encrypted and how you can use it to train and deploy machine learning models with sensitive data without compromising privacy!

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اكتشف

@YannDupis @TensorFlow @AlibabaGroup @TensorFlowWorld @openminedorg @dropoutlabsai @TimescaleDB @PyTorch