| GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data | Mar 16, 2023 | Federated LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning | Dec 16, 2024 | Federated LearningPrivacy Preserving Deep Learning | CodeCode Available | 0 | 5 |
| Federated Machine Learning: Concept and Applications | Feb 13, 2019 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 | 5 |
| Feature Reconstruction Attacks and Countermeasures of DNN training in Vertical Federated Learning | Oct 13, 2022 | Federated LearningReconstruction Attack | CodeCode Available | 0 | 5 |
| Efficient Vertical Federated Learning Method for Ridge Regression of Large-Scale Samples via Least-Squares Solution | Oct 26, 2022 | Data IntegrationFederated Learning | CodeCode Available | 0 | 5 |
| Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit | May 7, 2024 | Federated LearningThompson Sampling | CodeCode Available | 0 | 5 |
| Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit | Aug 8, 2024 | Federated LearningThompson Sampling | CodeCode Available | 0 | 5 |
| Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering | Oct 26, 2022 | ClusteringFederated Learning | CodeCode Available | 0 | 5 |
| Communication-efficient Vertical Federated Learning via Compressed Error Feedback | Jun 20, 2024 | Federated LearningVertical Federated Learning | CodeCode Available | 0 | 5 |
| FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning | Jun 7, 2022 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
