| Label Leakage and Protection from Forward Embedding in Vertical Federated Learning | Mar 2, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing | Feb 17, 2022 | ClassificationCPU | —Unverified | 0 |
| Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction | Feb 10, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Vertical Federated Learning: Challenges, Methodologies and Experiments | Feb 9, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party | Jan 17, 2022 | Federated Learningregression | —Unverified | 0 |
| ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems | Jan 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction | Jan 8, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Fair and efficient contribution valuation for vertical federated learning | Jan 7, 2022 | FairnessFederated Learning | —Unverified | 0 |
| 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 |
| 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 |
| SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree | Oct 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| An Information-Theoretic Analysis of The Cost of Decentralization for Learning and Inference Under Privacy Constraints | Oct 11, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| RVFR: Robust Vertical Federated Learning via Feature Subspace Recovery | Sep 29, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels | Sep 29, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization | Sep 26, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Achieving Model Fairness in Vertical Federated Learning | Sep 17, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| PIVODL: Privacy-preserving vertical federated learning over distributed labels | Aug 25, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning | Aug 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Defending against Reconstruction Attack in Vertical Federated Learning | Jul 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Vertical Federated Learning Framework for Graph Convolutional Network | Jun 22, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 |
