ivishalanand / Federated-Learning-on-Hospital-Data

Related projects ⓘ

Alternatives and complementary repositories for Federated-Learning-on-Hospital-Data

• ipc-lab / private-ml-for-health
  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
  ☆70Updated 3 years ago
• gitgik / differential-privacy-federated-learning
  Curated notebooks on how to train neural networks using differential privacy and federated learning.
  ☆66Updated 3 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆92Updated 3 years ago
• monk1337 / Aweome-Heathcare-Federated-Learning
  A curated list of Federated Learning papers/articles and recent advancements.
  ☆83Updated last year
• yonetaniryo / federated_learning_pytorch
  Simplified implementation of federated learning in PyTorch
  ☆28Updated 3 years ago
• andreiliphd / pneumonia-federated-pysyft
  An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.
  ☆13Updated 5 years ago
• eceisik / ece_fl_public
  ☆52Updated 2 years ago
• abdkhanstd / COVID-19
  Wuhan Corona (COVID-19) patients dataset
  ☆37Updated last year
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆215Updated last year
• Gharibim / federated_learning_course
  Federated Learning Course Materials
  ☆66Updated 3 years ago
• albarqouni / Federated-Learning-In-Healthcare
  A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.
  ☆31Updated 4 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆287Updated last year
• jiahuanluo / Federated-Benchmark
  A Benchmark of Real-world Image Dataset for Federated Learning
  ☆42Updated 5 years ago
• ChanChiChoi / awesome-Federated-Learning
  federated-learning
  ☆79Updated last year
• Samuel-Maddock / federated-boosted-dp-trees
  Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"
  ☆43Updated last year
• maxencenoble / Differential-Privacy-for-Heterogeneous-Federated-Learning
  Differentially Private Federated Learning on Heterogeneous Data
  ☆59Updated 2 years ago
• tayebiarasteh / federated_he
  Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …
  ☆29Updated 11 months ago
• ali-yaz / Privacy_Protected_Federated_Learning_on_Blockchain
  Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.
  ☆35Updated 5 years ago
• MadeleineJansson / Master-Thesis-Federated-Learning
  Federated learning used to detect credit card fraud
  ☆13Updated 4 years ago
• TheWitcher05 / Federated_learning_with_differential_privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆30Updated 3 years ago
• zyplanet / FederatedLearningUsingPysyft
  ☆72Updated last year
• abogdanova / FL-MIA
  Federated Learning and Membership Inference Attacks experiments on CIFAR10
  ☆19Updated 4 years ago
• DistributedML / Biscotti
  A ledger for private and secure peer to peer machine learning
  ☆105Updated last year
• jeremy313 / non-iid-dataset-for-personalized-federated-learning
  Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…
  ☆81Updated 4 years ago
• schultzelab / swarm_learning
  Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020
  ☆195Updated 3 years ago
• lingjuanlv / FPPDL
  code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"
  ☆31Updated 2 years ago
• yjlee22 / FedShare
  PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
  ☆115Updated 2 years ago
• stijani / tutorial
  Contains codes for my published tutorials
  ☆30Updated last year
• grasses / Vertical-Federated-Learning
  Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"
  ☆30Updated 2 years ago
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆68Updated last year