XinyiYS / Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-LearningView on GitHub
Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurIPS'21.
☆28Sep 28, 2024Updated last year
Alternatives and similar repositories for Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-Learning
Users that are interested in Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-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:
- Profit Allocation for Federated Learning☆26Apr 27, 2020Updated 6 years ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆32Jun 16, 2022Updated 4 years ago
- ☆21May 11, 2022Updated 4 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆40May 28, 2024Updated 2 years ago
- AI Agents on 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.
- ☆10Jun 4, 2021Updated 5 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Mar 12, 2022Updated 4 years ago
- This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (…☆14Oct 26, 2023Updated 2 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆87Feb 23, 2023Updated 3 years ago
- ☆21Feb 25, 2024Updated 2 years ago
- ☆12Sep 12, 2021Updated 5 years ago
- ☆17Feb 7, 2024Updated 2 years ago
- A novel algorithm that distributes training-time model rewards to incentivize client contributions for federated learning. (ICLR-2024)☆18May 6, 2024Updated 2 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆17Oct 6, 2024Updated last year
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆18Jun 2, 2022Updated 4 years ago
- The official code for the paper 'Towards Fair Graph Federated Learning via Incentive Mechanisms'☆18May 23, 2024Updated 2 years ago
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Feb 23, 2023Updated 3 years ago
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆42Mar 7, 2024Updated 2 years ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023)☆18Oct 28, 2025Updated 10 months ago
- RAB: Provable Robustness Against Backdoor Attacks☆40Oct 3, 2023Updated 2 years ago
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆10Dec 8, 2022Updated 3 years ago
- Proof of concept for CryptoDL made for BigSec course @ EURECOM☆19May 14, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆157Feb 16, 2025Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆44Oct 29, 2021Updated 4 years ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆28May 28, 2024Updated 2 years ago
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆11Mar 13, 2025Updated last year
- ☆30Oct 24, 2023Updated 2 years ago
- Implementation of DAG BFT protocols☆12Apr 7, 2022Updated 4 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- 🐯REPLICA of "Auction-based combinatorial multi-armed bandit mechanisms with strategic arms"☆11Dec 17, 2023Updated 2 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆34Apr 29, 2021Updated 5 years ago
- Repository implementing the lightweight split learning framework enabling edge devices to collaboratively train machine learning models w…☆10Mar 27, 2024Updated 2 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆23Aug 3, 2023Updated 3 years ago
- A repo to download and preprocess the Purchase100 dataset extracted from Kaggle: Acquire Valued Shoppers Challenge☆13Jun 21, 2021Updated 5 years ago
- Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"☆10Jun 9, 2023Updated 3 years ago
- Panorama projection code for paper DeepPano: Deep Panoramic Representation for 3D Shape Recognition☆11Jul 14, 2017Updated 9 years ago
- Eino Learn is a free and open-source learning platform that provides a wide range of educational resources and tools for learners of all …☆15Mar 19, 2026Updated 6 months ago