Practicing-Federated-Learning-for-IoT / FedGRU
☆18Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for FedGRU
- IJCAI-Personalized Federated Learning with Graph☆50Updated last year
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Updated 11 months ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆55Updated 2 years ago
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Updated 2 years ago
- Differentially Private Federated Learning on Heterogeneous Data☆59Updated 2 years ago
- Official Code for FedGCN [NeurIPS 2023]☆59Updated 6 months ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆43Updated last year
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆56Updated 10 months ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆24Updated 6 months ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆23Updated 3 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆32Updated 2 years ago
- ☆17Updated 3 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆58Updated last year
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆30Updated 3 years ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆17Updated last year
- Federated learning used to detect credit card fraud☆13Updated 4 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆31Updated 3 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆41Updated 2 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆65Updated 2 years ago
- ☆11Updated 2 years ago
- ☆28Updated last year
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆65Updated 2 years ago
- Local Differential Privacy for Federated Learning☆16Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆23Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆111Updated last week
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆79Updated 3 months ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆74Updated last year
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 3 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆17Updated 2 years ago