OpenMined | GSoC Organizations

GSoC Organizations

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First-time organizations (34)

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Years

2021 2020

Technologies

deep learningfederated learninghomomorphic encryptionsecure multi-party computationdifferential privacypythonjavascriptrustpytorchhyperledger aries

Topics

privacyartificial intelligenceencrypted computationfederated learningstructured transparencydifferential privacy

Past Projects

2021 2020

Implement FALCON: Honest-Majority Maliciously Secure Framework for Private Deep Learning in SyMPC

Rasswanth S

FALCON is the current state-of-the-art Multiparty Computation (MPC) Framework for Private-Deep Learning(PDL).MPC allows mutually distrusting parties...

Integrating scikit-learn into Syft

Param Mirani

Openmined's Syft library provides an infrastructure for computing on data you do not own and cannot see. It allows data scientists to work with data...

Integrating NumPy into PySyft

Aditi Verma

A project to integrate NumPy, the leading package for scientific computations, into PySyft, a library for answering questions with data you cannot...

Integrating Pandas into Syft

arpitvaghela

The Syft ecosystem allows one to write software that can compute over information you do not own on machines you do not have (total) control over....

High Performance Data Channel for Duet

vsquareg

This project aims at firstly, investigating the performance of the current implementations against its alternatives at various levels of data...

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