| Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning | Dec 10, 2021 | Federated LearningInference Attack | —Unverified | 0 |
| Defending Label Inference Attacks in Split Learning under Regression Setting | Aug 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 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 |
| Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm | Mar 19, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| TreeCSS: An Efficient Framework for Vertical Federated Learning | Aug 3, 2024 | ClusteringFederated Learning | —Unverified | 0 |
| Differentially Private AUC Computation in Vertical Federated Learning | May 24, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Federated Learning on Non-IID Data: A Survey | Jun 12, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Differentially Private Vertical Federated Learning | Nov 13, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples | Mar 28, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| DVFL: A Vertical Federated Learning Method for Dynamic Data | Nov 5, 2021 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Efficient Batch Homomorphic Encryption for Vertically Federated XGBoost | Dec 8, 2021 | Federated LearningQuantization | —Unverified | 0 |
| A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring | Sep 14, 2020 | Federated LearningManagement | —Unverified | 0 |
| Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning | Apr 15, 2024 | Federated LearningVertical Federated Learning | —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 |
| A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction | Jan 8, 2022 | FairnessFederated Learning | —Unverified | 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 |
| A Bargaining-based Approach for Feature Trading in Vertical Federated Learning | Feb 23, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation | Jun 3, 2024 | Deep LearningFederated Learning | —Unverified | 0 |
| Fair and efficient contribution valuation for vertical federated learning | Jan 7, 2022 | FairnessFederated Learning | —Unverified | 0 |
| FadMan: Federated Anomaly Detection across Multiple Attributed Networks | May 27, 2022 | Anomaly DetectionData Integration | —Unverified | 0 |
| Label Inference Attacks against Node-level Vertical Federated GNNs | Aug 4, 2023 | Federated LearningNode Classification | —Unverified | 0 |
| Fault Tolerant Serverless VFL Over Dynamic Device Environment | Dec 27, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Event-Driven Online Vertical Federated Learning | Jun 17, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| BlindFL: Vertical Federated Machine Learning without Peeking into Your Data | Jun 16, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning | Sep 18, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
