aidotse / decentralizedAI_dermatologyLinks
Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower
☆12Updated 3 years ago
Alternatives and similar repositories for decentralizedAI_dermatology
Users that are interested in decentralizedAI_dermatology are comparing it to the libraries listed below
Sorting:
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆14Updated last year
- Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination☆24Updated 2 years ago
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆72Updated 2 years ago
- In this project, we build a simple federated deep learning model (i.e., LeNet model) that classifies 62 differents Belgian Traffic Signs.☆13Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆304Updated 2 years ago
- ☆19Updated last year
- Centralized Federated Learning using WebSockets and TensorFlow☆9Updated 3 years ago
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆23Updated 3 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆22Updated 5 years ago
- Experiments on MNIST dataset and federated training using Flower framework☆39Updated last year
- Federated Learning for Artificial Intelligence and Machine Learning☆17Updated last month
- Federated Learning Course Materials☆64Updated 4 years ago
- Federated learning used to detect credit card fraud☆13Updated 5 years ago
- Federated learning + blockchain example☆11Updated 2 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆125Updated 10 months ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆35Updated 2 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆140Updated last month
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆18Updated 3 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- A sybil-resilient distributed learning protocol.☆106Updated last year
- ☆14Updated 2 years ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Updated 9 months ago
- Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…☆40Updated last year
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆189Updated 3 years ago
- ☆54Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆33Updated 4 years ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆196Updated 4 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆111Updated 4 years ago