minichameleon / DHTASCLinks
☆11Updated 2 years ago
Alternatives and similar repositories for DHTASC
Users that are interested in DHTASC are comparing it to the libraries listed below
Sorting:
- ☆11Updated 2 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆41Updated 5 months ago
- OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.☆731Updated last year
- 区块链+联邦学习+恶意检测算法☆30Updated 4 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆118Updated 3 years ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆379Updated 5 months ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆132Updated last year
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆19Updated 8 months ago
- personal implementation of secure aggregation protocol☆45Updated 2 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆26Updated 10 months ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 4 years ago
- PyTorch Federated Learning (easy to use and extend)☆296Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆420Updated last year
- Overview of Federal Learning☆296Updated 2 years ago
- ☆18Updated 3 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆92Updated 6 years ago
- ☆37Updated 4 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Updated 3 weeks ago
- Federated learning + blockchain example☆12Updated 3 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆170Updated 3 years ago
- ☆83Updated last year
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Updated 4 years ago
- ☆77Updated 2 years ago
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆20Updated 7 months ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆92Updated last year
- Implement FedAvg algorithm based on Tensorflow☆266Updated 5 years ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆119Updated last year
- Crab: Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning☆27Updated last year
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Updated 4 years ago
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆26Updated 3 years ago