| Redefining Contributions: Shapley-Driven Federated Learning | Jun 1, 2024 | Collaborative FairnessContribution Assessment | CodeCode Available | 1 | 5 |
| A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning | Nov 20, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Collaborative Fairness in Federated Learning | Aug 27, 2020 | Collaborative FairnessFairness | CodeCode Available | 1 | 5 |
| FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning | May 28, 2024 | Collaborative FairnessFairness | CodeCode Available | 0 | 5 |
| Privacy-preserving gradient-based fair federated learning | Jul 18, 2024 | Collaborative FairnessFairness | —Unverified | 0 | 0 |
| CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning | Jan 21, 2025 | Collaborative FairnessFairness | —Unverified | 0 | 0 |
| Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift | Jul 11, 2025 | Collaborative FairnessFairness | —Unverified | 0 | 0 |
