| Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method | Dec 15, 2021 | Data ValuationFederated Learning | —Unverified | 0 |
| Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning | Dec 10, 2021 | Federated LearningInference Attack | —Unverified | 0 |
| Efficient Batch Homomorphic Encryption for Vertically Federated XGBoost | Dec 8, 2021 | Federated LearningQuantization | —Unverified | 0 |
| Catastrophic Data Leakage in Vertical Federated Learning | Dec 1, 2021 | Federated LearningVertical Federated Learning | CodeCode Available | 1 |
| ExPLoit: Extracting Private Labels in Split Learning | Nov 25, 2021 | Federated LearningImage Classification | —Unverified | 0 |
| Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability | Nov 22, 2021 | Domain AdaptationFederated Learning | —Unverified | 0 |
| A Vertical Federated Learning Method For Multi-Institutional Credit Scoring: MICS | Nov 17, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| DVFL: A Vertical Federated Learning Method for Dynamic Data | Nov 5, 2021 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| CAFE: Catastrophic Data Leakage in Vertical Federated Learning | Oct 26, 2021 | Federated LearningVertical Federated Learning | CodeCode Available | 1 |
| SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree | Oct 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
