SamuelGong / DordisLinks
[ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy
☆23Updated 4 months ago
Alternatives and similar repositories for Dordis
Users that are interested in Dordis are comparing it to the libraries listed below
Sorting:
- 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"☆21Updated last year
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆28Updated 3 years ago
- ☆88Updated 5 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆147Updated 7 months ago
- ☆43Updated 2 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆23Updated 3 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆23Updated last year
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆36Updated 2 weeks ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆84Updated 2 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated 4 months ago
- vertical federated learning demo with crypten☆47Updated 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☆173Updated 3 months ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆46Updated last year
- ☆174Updated 10 months ago
- 📦 Collect some Asynchronous Federated Learning papers.☆116Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- personal implementation of secure aggregation protocol☆46Updated last year
- vertical federated learning paper lists☆76Updated 4 years ago
- ☆35Updated 3 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆148Updated 3 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆89Updated 6 years ago
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆19Updated 4 months ago
- ☆22Updated last year
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57Updated 2 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆126Updated 11 months ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆53Updated 2 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 4 months ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆68Updated 2 years ago