SamuelGong / DordisLinks
[ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy
☆24Updated 8 months ago
Alternatives and similar repositories for Dordis
Users that are interested in Dordis are comparing it to the libraries listed below
Sorting:
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆29Updated 3 years ago
- ☆90Updated 5 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆26Updated 2 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆46Updated this week
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆101Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Updated 3 months ago
- The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"☆23Updated last year
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated 8 months 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☆178Updated 7 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆46Updated 2 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆25Updated 4 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆70Updated 2 years ago
- Tutorials and paper lists for federated learning☆70Updated 3 months ago
- ☆48Updated 3 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆41Updated 4 months ago
- vertical federated learning demo with crypten☆48Updated 4 years ago
- ☆47Updated last year
- 📦 Collect some Asynchronous Federated Learning papers.☆123Updated 2 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Updated 3 years ago
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆68Updated 2 years ago
- ☆81Updated last year
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆177Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆53Updated 2 years ago
- An easy-to-use federated learning platform☆301Updated 2 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆84Updated 3 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 3 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆154Updated 11 months ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆156Updated 3 years ago
- ☆179Updated last year