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koenvanderveen/README.md

Koen van der Veen

AI and software engineer building privacy-preserving technology.


Projects

πŸ”’ PySyft stars - Perform data science on data that remains in someone else's server

πŸ“‘ Syft Client stars - Peer-to-peer data science and AI via channels your organization already trusts

πŸ§ͺ Private ML stars - Machine Learning with SPDZ

🧰 Toolbox stars - A tool for downloading your data and using it via CLI's

πŸ¦‘ pymemri stars - Python SDK for building plugins on the Memri personal data platform legacy

πŸ—„οΈ pod stars - The open-source backend for Memri legacy

πŸ”Œ pyintegrators stars - Import, enrich, and act on personal data from Gmail, WhatsApp, and more legacy

πŸ“± ios-application stars - The iOS front end of Memri legacy

🌐 browser-application stars - The browser front end of Memri legacy


GitHub Activity

GitHub Contribution Graph


Writing

Three Tools for Practical Differential Privacy - Practical tools for making differentially private ML actually work: sanity checks, adaptive clipping, and large-batch training. link

Syft 0.5: A Platform for Universally Deployable Structured Transparency - A framework combining privacy-enhancing technologies for universally deployable structured transparency. link

Training a CNN using SPDZ - How to train convolutional neural networks using secure multi-party computation with 6x reduced communication overhead. link

Secure Enclaves for AI Evaluation - How OpenMined, UK AISI, and Anthropic used secure enclaves to evaluate AI models while protecting proprietary assets. link

Pinned Loading

  1. privateml privateml Public

    Machine Learning with SPDZ

    Jupyter Notebook 20 3

  2. memri/pod memri/pod Public

    Pod, the open-source backend for Memri (mirror repository)

    Rust 6

  3. OpenMined/PySyft OpenMined/PySyft Public

    Perform data science on data that remains in someone else's server

    Python 9.9k 2k

  4. OpenMined/syft OpenMined/syft Public

    Python 21 7

  5. OpenMined/toolbox OpenMined/toolbox Public

    Python 25 2

  6. memri/pymemri memri/pymemri Public

    Jupyter Notebook 2