Python confidential-computing

Open-source Python projects categorized as confidential-computing

Top 4 Python confidential-computing Projects

  • tf-encrypted

    A Framework for Encrypted Machine Learning in TensorFlow

  • pycape

    The Cape Privacy Python SDK

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • functions

    Sample functions for Cape Privacy (by capeprivacy)

  • marblerun-tensorflow-demo

    Privacy preserving machine learning demo using TensorFlow, running as an sgx-enclave with Gramine, orchestrated by MarbleRun

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python confidential-computing related posts

  • [D] Any options for using GPT models using proprietary data ?

    3 projects | /r/MachineLearning | 2 Apr 2023
  • Confidential Optical Character Recognition Service With Cape

    6 projects | dev.to | 10 Mar 2023
  • Secure Sentiment Analysis with Enclaves

    3 projects | dev.to | 22 Nov 2022
  • Leader election in the enclave

    2 projects | dev.to | 24 Oct 2022
  • Confidential multi-stakeholder AI with TensorFlow

    1 project | /r/tensorflow | 22 Jul 2021
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 4 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source confidential-computing projects in Python? This list will help you:

Project Stars
1 tf-encrypted 1,192
2 pycape 23
3 functions 20
4 marblerun-tensorflow-demo 6

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