Alternatives and similar repositories for Fedlearn

Users that are interested in Fedlearn are comparing it to the libraries listed below

• gaborvecsei / Federated-Learning-Mini-Framework
  Federated Learning mini-framework with Keras
  ☆35Updated 5 years ago
• Raymw / Federated-XGBoost
  Federated Learning on XGBoost
  ☆46Updated 5 years ago
• gitgik / differential-privacy-federated-learning
  Curated notebooks on how to train neural networks using differential privacy and federated learning.
  ☆68Updated 4 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆94Updated 4 years ago
• mynameisvinn / federated-learning
  tf implementation of federated learning
  ☆42Updated 6 years ago
• kamathhrishi / PATE
  Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…
  ☆44Updated 3 years ago
• zyplanet / FederatedLearningUsingPysyft
  ☆72Updated last year
• 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 6 years ago
• lee-man / federated-learning
  Related material on Federated Learning
  ☆26Updated 5 years ago
• ChanChiChoi / awesome-Federated-Learning
  federated-learning
  ☆82Updated 2 years ago
• PrivPkt / PrivPkt
  Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…
  ☆124Updated 2 years ago
• Zing22 / tf-fed-demo
  A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.
  ☆61Updated 4 years ago
• timmers / awesome-federated-learning
  A curated list of resources dedicated to federated learning.
  ☆104Updated 3 years ago
• bargavj / EvaluatingDPML
  This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
  ☆135Updated 2 years ago
• ipc-lab / private-ml-for-health
  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
  ☆75Updated 4 months ago
• ebagdasa / pytorch-privacy
  simple Differential Privacy in PyTorch
  ☆48Updated 5 years ago
• mkucz95 / encrypted_ai_finance
  Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
  ☆23Updated 2 years ago
• DistributedML / FoolsGold
  A sybil-resilient distributed learning protocol.
  ☆104Updated last year
• lingjuanlv / FPPDL
  code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"
  ☆31Updated 3 years ago
• TTitcombe / simple-vfl
  A demo of vertical federated learning on simple datasets
  ☆22Updated 4 years ago
• inspire-group / ModelPoisoning
  Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470
  ☆151Updated 2 years ago
• steven7woo / Accuracy-First-Differential-Privacy
  Code for NIPS'2017 paper
  ☆50Updated 4 years ago
• DistributedML / Biscotti
  A ledger for private and secure peer to peer machine learning
  ☆108Updated last year
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆218Updated 2 years ago
• crownpku / federated_shap
  Code for paper "Interpret Federated Learning with Shapley Values"
  ☆39Updated 6 years ago
• coMindOrg / federated-averaging-tutorials
  A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
  ☆182Updated 4 years ago
• haiphanNJIT / PrivateDeepLearning
  Differential Privacy Preservation in Deep Learning under Model Attacks
  ☆135Updated 4 years ago
• roxanneluo / Federated-Learning
  ☆168Updated 7 years ago
• Di-Chai / FedEval
  ☆45Updated last year
• grasses / Vertical-Federated-Learning
  Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"
  ☆32Updated 2 years ago