| Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization | Jun 28, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Practical and General Backdoor Attacks against Vertical Federated Learning | Jun 19, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Cross-Modal Vertical Federated Learning for MRI Reconstruction | Jun 5, 2023 | DisentanglementFederated Learning | —Unverified | 0 |
| Reducing Communication for Split Learning by Randomized Top-k Sparsification | May 29, 2023 | Federated LearningQuantization | —Unverified | 0 |
| Secure Vertical Federated Learning Under Unreliable Connectivity | May 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Efficient Vertical Federated Learning with Secure Aggregation | May 18, 2023 | Federated LearningFraud Detection | —Unverified | 0 |
| FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning | May 15, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Quadratic Functional Encryption for Secure Training in Vertical Federated Learning | May 15, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization | May 4, 2023 | Federated LearningQuantization | —Unverified | 0 |
| LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning | May 3, 2023 | feature selectionFederated Learning | —Unverified | 0 |
| FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models | Apr 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration | Apr 22, 2023 | Binary ClassificationFederated Learning | —Unverified | 0 |
| BadVFL: Backdoor Attacks in Vertical Federated Learning | Apr 18, 2023 | Backdoor AttackFederated Learning | —Unverified | 0 |
| A Survey on Vertical Federated Learning: From a Layered Perspective | Apr 4, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples | Mar 28, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties | Mar 28, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data | Mar 16, 2023 | Federated LearningGraph Neural Network | CodeCode Available | 0 |
| FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning | Feb 21, 2023 | Feature Importancefeature selection | —Unverified | 0 |
| Privacy Against Agnostic Inference Attacks in Vertical Federated Learning | Feb 10, 2023 | Federated LearningInference Attack | —Unverified | 0 |
| GAN-based Vertical Federated Learning for Label Protection in Binary Classification | Feb 4, 2023 | Binary ClassificationFederated Learning | —Unverified | 0 |
| Vertical Federated Learning: Taxonomies, Threats, and Prospects | Feb 3, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| GTV: Generating Tabular Data via Vertical Federated Learning | Feb 3, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation | Jan 30, 2023 | Deep LearningFederated Learning | —Unverified | 0 |
| Label Inference Attack against Split Learning under Regression Setting | Jan 18, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| Mutual Information Regularization for Vertical Federated Learning | Jan 1, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
