Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning".
☆39May 28, 2024Updated last year
Alternatives and similar repositories for Robust-and-Fair-Federated-Learning
Users that are interested in Robust-and-Fair-Federated-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated last year
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆32Jun 16, 2022Updated 3 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆26Sep 28, 2024Updated last year
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 5 years ago
- ☆21May 11, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆13Dec 7, 2022Updated 3 years ago
- A novel algorithm that distributes training-time model rewards to incentivize client contributions for federated learning. (ICLR-2024)☆18May 6, 2024Updated last year
- ☆19Oct 24, 2021Updated 4 years ago
- ☆13Dec 8, 2022Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆158Apr 30, 2022Updated 3 years ago
- The official code for the paper 'Towards Fair Graph Federated Learning via Incentive Mechanisms'☆17May 23, 2024Updated last year
- Profit Allocation for Federated Learning☆25Apr 27, 2020Updated 5 years ago
- Accenture Labs Federated Learning☆106Mar 13, 2024Updated 2 years ago
- BEAT: Asynchronous BFT Made Practical☆18Mar 4, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 4 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆156Feb 16, 2025Updated last year
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated 10 months ago
- ☆13Sep 12, 2021Updated 4 years ago
- Evaluating methods to improve model transfer for intensive care unit models☆16Jul 6, 2023Updated 2 years ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆70Apr 3, 2022Updated 3 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆44Oct 29, 2021Updated 4 years ago
- Internet of things(IoT) and Internet of Vehicles(IoV) are the buzz words today. Building a smart vehicle running on a sm…☆19Jan 4, 2020Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An experimental platform for federated learning.☆626Jun 4, 2025Updated 9 months ago
- 基于信誉共识和联邦学习的异构车联网交通预测与规划☆12Sep 4, 2023Updated 2 years ago
- [NeurIPS'22] PyTorch library to compare similarity between NN representations☆13Feb 27, 2025Updated last year
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Nov 8, 2021Updated 4 years ago
- ☆33May 14, 2022Updated 3 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 6 years ago
- A pip library for calculating the Shapley Value for computing the marginal contribution of each client in a Federated Learning environmen…☆29Dec 10, 2023Updated 2 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆86Feb 23, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆10Jul 21, 2021Updated 4 years ago
- 2019_操作系统实验_16281047☆11Jun 15, 2019Updated 6 years ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023, IEEE ICASSP 2023, IEEE ISIT 20…☆18Oct 28, 2025Updated 4 months ago
- 区块链+联邦学习+恶意检测算法☆30Mar 5, 2021Updated 5 years ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago
- ☆19Feb 20, 2024Updated 2 years ago
- ☆15Jan 16, 2024Updated 2 years ago