Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks
☆76Jul 25, 2024Updated last year
Alternatives and similar repositories for collateral-learning
Users that are interested in collateral-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of "Reading in the Dark: Classifying Encrypted Digits with Functional Encryption"☆22Jul 6, 2023Updated 3 years ago
- A library for running Functional Encryption on tensors☆46Jan 5, 2021Updated 5 years ago
- NN-EMD framework: efficiently training neural networks using encrypted multi-sourced datasets☆14Jun 6, 2021Updated 5 years ago
- ☆22Jan 5, 2023Updated 3 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Dec 27, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Mar 31, 2021Updated 5 years ago
- A repository for leveraging Self-Sovereign Identity in applications☆67Oct 14, 2022Updated 3 years ago
- Python wrapper for open source Zero Proof Knowledge Library☆33Aug 29, 2020Updated 5 years ago
- A privacy preserving NLP framework☆198May 14, 2023Updated 3 years ago
- A privacy-preserving app for comparing last-known locations of coronavirus patients☆43Jul 18, 2023Updated 3 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆85May 9, 2023Updated 3 years ago
- Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets☆39Feb 25, 2023Updated 3 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆55May 30, 2020Updated 6 years ago
- Fork of the differential privacy module of TF/models/research☆14Oct 9, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Defines types for all Serde encoding across languages☆20Sep 3, 2024Updated last year
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆56Jul 24, 2023Updated 2 years ago
- ☆22Updated this week
- Various material around private machine learning, some associated with blog☆147Sep 9, 2019Updated 6 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆279Dec 5, 2023Updated 2 years ago
- ☆25Oct 8, 2025Updated 9 months ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Nov 22, 2022Updated 3 years ago
- A SMPC companion library for Syft☆109Feb 4, 2026Updated 5 months ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆548May 11, 2026Updated 2 months ago
- Implementation of protocols in SecureNN.☆130Oct 8, 2022Updated 3 years ago
- ☆15Nov 21, 2023Updated 2 years ago
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Aug 31, 2020Updated 5 years ago
- ☆12Dec 3, 2021Updated 4 years ago
- Exploring AI, leveraging the power of Python.☆29Feb 6, 2020Updated 6 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,243Sep 25, 2024Updated last year
- Multi-input functional encryption☆12Feb 8, 2018Updated 8 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆12Sep 12, 2021Updated 4 years ago
- Training (hopefully) safe agents in gridworlds☆26May 12, 2019Updated 7 years ago
- distributed federated learning for pytorch☆14Mar 19, 2018Updated 8 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Aug 14, 2019Updated 6 years ago
- ☆21Apr 29, 2024Updated 2 years ago
- Everything you need to know to contribute to OpenMined!☆217Jan 21, 2024Updated 2 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆11Feb 21, 2020Updated 6 years ago