pysyft

There are 1 repository under pysyft topic.

tuhinsharma121 / federated-ml
Detect anomalies in network traffic data using Federated Machine Learning technique.
network-security federated-learning anomaly-detection-models pytorch pysyft o-reilly oreilly-ai-london-2019 gids-australlia-2020
Language:Jupyter Notebook 67
PySyft-TensorFlow
OpenMined / PySyft-TensorFlow
SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft
pysyft tensorflow python
Language:Python 57
abbas5253 / SplitNN-for-Vertically-Partitioned-Data
Integration of SplitNN for vertically partitioned data with OpenMined's PySyft
openmined pytorch splitnn pysyft
Language:Jupyter Notebook 27
mkucz95 / encrypted_ai_finance
Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
differential-privacy federated-learning secure-multi-party-computation pysyft pytorch deep-learning
Language:HTML 23
sisinflab / recsys2021-pursuing-privacy
Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applications" held at the 15th ACM Conference on Recommender Systems in Amsterdam, Netherlands
differential-privacy federated-learning homomorphic-encryption privacy pysyft recommender-system recsys recsys2021 secure-multi-party-computation tensorflow-privacy tutorial
Language:Jupyter Notebook 18
tayebiarasteh / federated_he
Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.
deep-learning differential-privacy federated-learning federated-learning-framework homomorphic-encryption image-classification image-segmentation medical-image-analysis medical-imaging mri-brain mri-images mri-segmentation pysyft pytorch segmentation
Language:Python 17
vermasrijan / srijan-gsoc-2020
Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers
federated-learning bioinformatics gsoc-2020 pygrid pysyft openmined differential-privacy multiparty-computation gtex covid-19 gsoc google-summer-of-code
Language:Jupyter Notebook 17
ashwindasr / Federated-Learning
An implementation of Federated Learning using Pytorch and PySyft
federated-learning pytorch pysyft cats-vs-dogs classification deep-learning privacy
Language:Jupyter Notebook 15
vivekkhimani / federated_learning_pysyft
A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federated learning functionality instead of using traditional PyTorch features.
classification-model federated-learning mnist pysyft pytorch workers
Language:Python 12
arghyadeep99 / Federated-Learning-for-Hospital-Data-Distributed-Computing
Demonstration of application of Distributed Computing in Federated Learning for our Semester-8 Course on Distributed and Cloud Computing
federated-learning pysyft pytorch logistic-regression
Language:Jupyter Notebook 9
souravs17031999 / Federatedencryption-showcase
The project showcasing federated learning of model and testing on encrypted data and model
encryption-algorithms facebook federated-learning pysyft pytorch secure-and-private-ai udacity udacity-nanodegree
Language:Jupyter Notebook 8
Fustincho / UD-Private-In-bed-Posture-Classification
Project entry for the Secure and Private AI Challenge, hosted by Udacity and sponsored by Facebook (May - August, 2019)
privacy bed-posture-classification pytorch-implementation pysyft
Language:Jupyter Notebook 7
tayebiarasteh / privacydomain
Securing Collaborative Medical AI by Using Differential Privacy
chest-xray chestxray14 chexpert deep-learning differential-privacy domain-adaptation federated-learning mimic-cxr opacus privacy pysyft python3 pytorch resnet vindr-cxr
Language:Python 7
GOVINDDIXIT / SMS-Spam-Detection
federated-learning pysyft
Language:Jupyter Notebook 5
souravs17031999 / 60days-of-udacity
Repo including all the daily updates of #60daysofudacity Udacity Challenge
udacityfacebookscholar 60daysofudacity udacity-deep-learning pytorch differential-privacy pysyft secure-and-private-ai federated-learning encryption-algorithms differential-privacy-deep-learning
4
souravs17031999 / SmogDetection
Repo for project : smog detection project at Udacity Project Showcase
smog-detection smog-classification udacity-nanodegree udacity-deep-learning pytorch pytorch-cnn secure-and-private-ai pysyft cnn-classification smogdetection project udacity-projects
Language:Jupyter Notebook 4
sourcecode369 / secured-and-private-ai
Implementations notebooks and scripts of secured and private ai scholarship challenge from facebook.
deep-learning differential-privacy differential-privacy-deep-learning encrypted-deep-learning facebook federated-learning machine-learning neural-network privacy pysyft python pytorch scholarship-challenge
Language:Jupyter Notebook 4
etesami / MOE-FL
The implementation of the "Robust Federated Learning by Mixture of Experts" study.
federated-learning mixture-of-experts privacy-preserving pysyft
Language:Python 3
Joycechidi / Deep-Learning-Portfolio
All Things Deep Learning Projects
artificial-intelligence artificial-neural-networks classification-algorithm convolutional-neural-networks differential-privacy federated-learning generative-adversarial-network homomorphic-encryption lstm-sentiment-analysis multilayer-perceptron-network pysyft python-3 pytorch recurrent-neural-networks regression-algorithms
Language:Jupyter Notebook 3
bavba / Multi-party_computation_for_financial_data_analysis
Multi-Party Computation transforms data handling by decentralizing trust among multiple participants. This ensures that no single entity demands absolute trust. An advantage for companies in safeguarding data privacy: once data leaves the user's computer, it remains obscured from any single external entity.
cirq cryptography pennylane pysyft qiskit quantum-computing quantum-key-distribution tensorflow-quantum
2
decentralizedautomata / Research_Papers
A collection of research and survey papers of differential privacy and federated learning
federated-learning differential-privacy machine-learning deep-learning big-data encryption functional-encryption homomorphic-encryption pysyft
2
DeepHiveMind / Federated-Learning_simplified
:fire: Federated Learning Simplified with Frameworks
federated-learning deep-learning ai pysyft flower tensorflow-federated-learning nvidia-clara nvflare
2
kshntn / SPAIC
Secure and Private AI Scholarship Challenge Udacity
differential-privacy federated-learning pysyft python3
Language:Jupyter Notebook 2
masoodkhanpatel / 60DaysOfUdacity
The premise of this challenge is to build a habit of practicing new skills by making a public commitment of practicing the topics of Secure and Private AI program every day for 60 days.
60daysofudacity pytorch differential-privacy privacy-protection pysyft federated-learning encrypted-deep-learning deep-learning privacy
Language:Jupyter Notebook 2
Suhanip / Federated-Learning
fashion-mnist-dataset federated-learning pysyft pytorch
Language:Jupyter Notebook 2
youben11 / udacity-secure-private-ai
The workspace for the Secure and Private AI course on Udacity. https://www.udacity.com/course/secure-and-private-ai--ud185
docker docker-image pysyft privacy ai secure
Language:Dockerfile 2
abdelino17 / secure-private-ai
Secure & Private AI Challenge Codes
python pytorch pysyft federated-learning privacy encrypted-deep-learning
Language:Jupyter Notebook 1
Berenice2018 / DeepLearning
Udacity Deep Learning, PyTorch, PySyft
pysyft deep-learning deep-neural-networks
Language:Jupyter Notebook 1
Madhura12gj / Pima_Federated-Learning
This repository will help you to understand how Federated learning can be implemented on Pima Indians Diabetic Dataset. It involves the use of OpenMined tool called Pysyft and Pytorch for implementation.
federated-learning pytorch pysyft python machine-learning
Language:Python 1
Mainakdeb / federated-learning
Simple example of federated learning using torch ignite and pysyft
federated-learning pysyft pytorch-ignite
Language:Jupyter Notebook

pysyft

tuhinsharma121 / federated-ml

OpenMined / PySyft-TensorFlow

abbas5253 / SplitNN-for-Vertically-Partitioned-Data

mkucz95 / encrypted_ai_finance

sisinflab / recsys2021-pursuing-privacy

tayebiarasteh / federated_he

vermasrijan / srijan-gsoc-2020

ashwindasr / Federated-Learning

vivekkhimani / federated_learning_pysyft

arghyadeep99 / Federated-Learning-for-Hospital-Data-Distributed-Computing

souravs17031999 / Federatedencryption-showcase

Fustincho / UD-Private-In-bed-Posture-Classification

tayebiarasteh / privacydomain

GOVINDDIXIT / SMS-Spam-Detection

souravs17031999 / 60days-of-udacity

souravs17031999 / SmogDetection

sourcecode369 / secured-and-private-ai

etesami / MOE-FL

Joycechidi / Deep-Learning-Portfolio

bavba / Multi-party_computation_for_financial_data_analysis

decentralizedautomata / Research_Papers

DeepHiveMind / Federated-Learning_simplified

kshntn / SPAIC

masoodkhanpatel / 60DaysOfUdacity

Suhanip / Federated-Learning

youben11 / udacity-secure-private-ai

abdelino17 / secure-private-ai

Berenice2018 / DeepLearning

Madhura12gj / Pima_Federated-Learning

Mainakdeb / federated-learning