BUAA-BDA / FedShapleyView external linksLinks
Profit Allocation for Federated Learning
☆24Apr 27, 2020Updated 5 years ago
Alternatives and similar repositories for FedShapley
Users that are interested in FedShapley are comparing it to the libraries listed below
Sorting:
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆25Sep 28, 2024Updated last year
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆13Mar 31, 2022Updated 3 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 4 years ago
- [IJCNN 2021] FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning☆11Aug 21, 2021Updated 4 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆85Feb 23, 2023Updated 2 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated last year
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 5 years ago
- ☆33May 14, 2022Updated 3 years ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆34Oct 11, 2024Updated last year
- 联邦学习可视化☆16Apr 25, 2021Updated 4 years ago
- ☆19Oct 24, 2021Updated 4 years ago
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆20Apr 27, 2023Updated 2 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆155Feb 16, 2025Updated 11 months ago
- ☆21May 11, 2022Updated 3 years ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Mar 25, 2023Updated 2 years ago
- Federated Learning on HyperLedger Aries☆21Jun 22, 2022Updated 3 years ago
- An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)☆28Jun 29, 2023Updated 2 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆29Jan 25, 2023Updated 3 years ago
- This repository implements FEDL using pytorch☆56Nov 6, 2020Updated 5 years ago
- ☆180Oct 24, 2024Updated last year
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆30May 1, 2024Updated last year
- ☆31Apr 8, 2020Updated 5 years ago
- 利用光学衍射神经网络，调制衍射层相位实现对椒盐噪声的去除☆11Apr 20, 2024Updated last year
- For distributed machine learning☆29Dec 18, 2025Updated last month
- This repository contains the source code for "Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble", In Pro…☆10Jan 2, 2026Updated last month
- 关于簇联邦学习的一个小小的改进。自动确定簇个数，提高簇模型精度，缓解用户孤立的问题☆35Apr 21, 2022Updated 3 years ago
- This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).☆86Dec 9, 2021Updated 4 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- ☆13May 5, 2023Updated 2 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 2 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆92Aug 4, 2019Updated 6 years ago
- End-to-End Gradient Inversion (Gradient Leakage in Federated Learning) 【https://ieeexplore.ieee.org/document/9878027】☆12Aug 19, 2022Updated 3 years ago
- Attacks using out-of-distribution adversarial examples☆11Nov 19, 2019Updated 6 years ago
- A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hyper…☆11Jul 14, 2021Updated 4 years ago
- ☆12Oct 5, 2022Updated 3 years ago
- Machine learning project using federated learning for text generation☆11May 5, 2024Updated last year
- Try to replicate test with the paper "Adaptive Resource Allocation in Future Wireless Networks With Blockchain and Mobile Edge Computing"☆10Nov 1, 2023Updated 2 years ago
- Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique…☆11Apr 5, 2024Updated last year