| Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning | Nov 5, 2024 | Adversarial AttackFederated Learning | CodeCode Available | 0 |
| A Study of Secure Algorithms for Vertical Federated Learning: Take Secure Logistic Regression as an Example | Oct 30, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Vertical Federated Learning with Missing Features During Training and Inference | Oct 29, 2024 | Federated LearningVertical Federated Learning | CodeCode Available | 0 |
| Towards Active Participant-Centric Vertical Federated Learning: Some Representations May Be All You Need | Oct 23, 2024 | AllFederated Learning | —Unverified | 0 |
| Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data | Oct 23, 2024 | Entity AlignmentFederated Learning | CodeCode Available | 1 |
| Deep Learning Aided Broadcast Codes with Feedback | Oct 22, 2024 | Deep LearningFederated Learning | —Unverified | 0 |
| A few-shot Label Unlearning in Vertical Federated Learning | Oct 14, 2024 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation | Oct 11, 2024 | Binary ClassificationFederated Learning | —Unverified | 0 |
| De-VertiFL: A Solution for Decentralized Vertical Federated Learning | Oct 8, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT | Oct 2, 2024 | Edge-computingFederated Learning | —Unverified | 0 |
| HSTFL: A Heterogeneous Federated Learning Framework for Misaligned Spatiotemporal Forecasting | Sep 27, 2024 | energy managementFederated Learning | —Unverified | 0 |
| Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems | Sep 23, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Active-Passive Federated Learning for Vertically Partitioned Multi-view Data | Sep 6, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-Series Data | Sep 5, 2024 | AttributeFederated Learning | —Unverified | 0 |
| VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification | Aug 28, 2024 | Anomaly Detectionbackdoor defense | CodeCode Available | 1 |
| Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit | Aug 8, 2024 | Federated LearningThompson Sampling | CodeCode Available | 0 |
| TreeCSS: An Efficient Framework for Vertical Federated Learning | Aug 3, 2024 | ClusteringFederated Learning | —Unverified | 0 |
| FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction | Jul 26, 2024 | Click-Through Rate PredictionFederated Learning | —Unverified | 0 |
| Spiking Neural Networks in Vertical Federated Learning: Performance Trade-offs | Jul 24, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| A Differentially Private Blockchain-Based Approach for Vertical Federated Learning | Jul 9, 2024 | Federated LearningVertical Federated Learning | CodeCode Available | 0 |
| Entity Augmentation for Efficient Classification of Vertically Partitioned Data with Limited Overlap | Jun 25, 2024 | Entity AlignmentEntity Resolution | —Unverified | 0 |
| Communication-efficient Vertical Federated Learning via Compressed Error Feedback | Jun 20, 2024 | Federated LearningVertical Federated Learning | CodeCode Available | 0 |
| UIFV: Data Reconstruction Attack in Vertical Federated Learning | Jun 18, 2024 | Federated LearningReconstruction Attack | —Unverified | 0 |
| FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation | Jun 3, 2024 | Deep LearningFederated Learning | —Unverified | 0 |
| Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning | May 31, 2024 | Federated LearningNavigate | CodeCode Available | 0 |
