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:
- ☆88Updated 5 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆25Updated last year
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆24Updated 4 years ago
- ☆43Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆98Updated last year
- The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"☆22Updated last year
- 📦 Collect some Asynchronous Federated Learning papers.☆117Updated last year
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆37Updated 2 months ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆54Updated 2 weeks 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☆174Updated 4 months ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated 6 months 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
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- Tutorials and paper lists for federated learning☆67Updated last week
- ☆76Updated last year
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 6 months ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆51Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆49Updated 2 years ago
- ☆47Updated last year
- Secure Aggregation for Federated Learning with Malicious Actors☆26Updated 2 years ago
- ☆28Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆64Updated last year
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆42Updated this week
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆35Updated last year
- Codes of PrivateKT☆13Updated 2 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☆174Updated 2 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57Updated 2 years ago
- vertical federated learning paper lists☆77Updated 4 years ago
- ☆33Updated 2 years ago