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Vertical Federated Learning

Papers

Showing 101125 of 195 papers

TitleStatusHype
Vertical Federated Learning Hybrid Local Pre-training0
Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly0
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization0
Vertical Federated Learning: Taxonomies, Threats, and Prospects0
Vertical Federated Learning without Revealing Intersection Membership0
Vertical Semi-Federated Learning for Efficient Online Advertising0
VFedMH: Vertical Federated Learning for Training Multiple Heterogeneous Models0
Secure Vertical Federated Learning Under Unreliable Connectivity0
VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-Series Data0
VFL-RPS: Relevant Participant Selection in Vertical Federated Learning0
TreeCSS: An Efficient Framework for Vertical Federated Learning0
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation0
FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning0
FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction0
FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models0
FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels0
Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction0
GAN-based Vertical Federated Learning for Label Protection in Binary Classification0
ExPLoit: Extracting Private Labels in Split Learning0
GTV: Generating Tabular Data via Vertical Federated Learning0
Hijack Vertical Federated Learning Models As One Party0
HSTFL: A Heterogeneous Federated Learning Framework for Misaligned Spatiotemporal Forecasting0
Hybrid Differentially Private Federated Learning on Vertically Partitioned Data0
Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning0
ICAFS: Inter-Client-Aware Feature Selection for Vertical Federated Learning0
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