| Random Client Selection on Contrastive Federated Learning for Tabular Data | May 16, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios | May 16, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| A Bargaining-based Approach for Feature Trading in Vertical Federated Learning | Feb 23, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Active-Passive Federated Learning for Vertically Partitioned Multi-view Data | Sep 6, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning | Aug 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction | Jan 8, 2022 | FairnessFederated Learning | —Unverified | 0 | 0 |
| A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning | Mar 22, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A few-shot Label Unlearning in Vertical Federated Learning | Oct 14, 2024 | Computational EfficiencyFederated Learning | —Unverified | 0 | 0 |
| A GAN-based data poisoning framework against anomaly detection in vertical federated learning | Jan 17, 2024 | Anomaly DetectionData Poisoning | —Unverified | 0 | 0 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning | Dec 1, 2022 | Federated LearningReconstruction Attack | —Unverified | 0 | 0 |
| A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning | Sep 18, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario | Oct 20, 2022 | Data PoisoningFederated Learning | —Unverified | 0 | 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 | 0 |
| A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT | Oct 2, 2024 | Edge-computingFederated Learning | —Unverified | 0 | 0 |
| A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression | Dec 1, 2019 | Federated Learningregression | —Unverified | 0 | 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 | 0 |
| A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective | Feb 6, 2024 | Federated LearningSurvey | —Unverified | 0 | 0 |
| A Survey on Vertical Federated Learning: From a Layered Perspective | Apr 4, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Asymmetrical Vertical Federated Learning | Apr 16, 2020 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization | Sep 26, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems | Jan 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Vertical Federated Learning Framework for Horizontally Partitioned Labels | Jun 18, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| A Vertical Federated Learning Framework for Graph Convolutional Network | Jun 22, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring | Sep 14, 2020 | Federated LearningManagement | —Unverified | 0 | 0 |
| A Vertical Federated Learning Method For Multi-Institutional Credit Scoring: MICS | Nov 17, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| BadVFL: Backdoor Attacks in Vertical Federated Learning | Apr 18, 2023 | Backdoor AttackFederated Learning | —Unverified | 0 | 0 |
| BlindFL: Vertical Federated Machine Learning without Peeking into Your Data | Jun 16, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Label Inference Attacks against Node-level Vertical Federated GNNs | Aug 4, 2023 | Federated LearningNode Classification | —Unverified | 0 | 0 |
| Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning | Apr 15, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples | Mar 28, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data | Jun 16, 2022 | Federated LearningQuantization | —Unverified | 0 | 0 |
| Computation and Communication Efficient Lightweighting Vertical Federated Learning for Smart Building IoT | Mar 30, 2024 | Computational EfficiencyFederated Learning | —Unverified | 0 | 0 |
| Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning | Jan 16, 2025 | Backdoor AttackFederated Learning | —Unverified | 0 | 0 |
| Cross-Modal Vertical Federated Learning for MRI Reconstruction | Jun 5, 2023 | DisentanglementFederated Learning | —Unverified | 0 | 0 |
| Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method | Dec 15, 2021 | Data ValuationFederated Learning | —Unverified | 0 | 0 |
| Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Data | Mar 6, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Deep Learning Aided Broadcast Codes with Feedback | Oct 22, 2024 | Deep LearningFederated Learning | —Unverified | 0 | 0 |
| Defending against Reconstruction Attack in Vertical Federated Learning | Jul 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning | Dec 10, 2021 | Federated LearningInference Attack | —Unverified | 0 | 0 |
| Defending Label Inference Attacks in Split Learning under Regression Setting | Aug 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things | Jan 3, 2025 | DenoisingFederated Learning | —Unverified | 0 | 0 |
| Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm | Mar 19, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| De-VertiFL: A Solution for Decentralized Vertical Federated Learning | Oct 8, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private AUC Computation in Vertical Federated Learning | May 24, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
