SamuelGong / DordisLinks
[ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy
☆23Updated 6 months ago
Alternatives and similar repositories for Dordis
Users that are interested in Dordis are comparing it to the libraries listed below
Sorting:
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated 6 months ago
- The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"☆22Updated last year
- 📦 Collect some Asynchronous Federated Learning papers.☆119Updated last year
- ☆89Updated 5 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆26Updated 2 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆29Updated 3 years ago
- ☆43Updated 2 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 6 months ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆37Updated 2 months ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆53Updated 3 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆100Updated last year
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆24Updated 4 years ago
- 联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes☆176Updated 5 months ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆54Updated last month
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆91Updated 6 years ago
- ☆77Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- Tutorials and paper lists for federated learning☆68Updated last month
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 3 years ago
- ☆28Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆51Updated 2 years ago
- ☆47Updated 3 years ago
- vertical federated learning demo with crypten☆47Updated 4 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆175Updated 2 years ago
- personal implementation of secure aggregation protocol☆46Updated last year
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆43Updated this week
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆166Updated 10 months ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆82Updated 3 years ago
- ☆176Updated last year
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆64Updated last year