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Vertical Federated Learning

Papers archive 2025-07-28

archive papers tagged: 195 · with a code link: 46 · where Syntology ran a sample: 8 (7 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (8 of 195 tagged: 7 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 195 of 195, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• A Distributed Privacy Preserving Model for the Detection of Alzheimer's Disease
  15 Dec 2023 0 repositories listed
• SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning
  22 Nov 2023 0 repositories listed
• Input Reconstruction Attack against Vertical Federated Large Language Models
  7 Nov 2023 0 repositories listed
• Privacy-preserving design of graph neural networks with applications to vertical federated learning
  31 Oct 2023 0 repositories listed
• VFedMH: Vertical Federated Learning for Training Multiple Heterogeneous Models
  20 Oct 2023 0 repositories listed
• A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning
  18 Sep 2023 0 repositories listed
• Defending Label Inference Attacks in Split Learning under Regression Setting
  18 Aug 2023 0 repositories listed
• Label Inference Attacks against Node-level Vertical Federated GNNs
  4 Aug 2023 0 repositories listed
• SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning
  20 Jul 2023 0 repositories listed
• Eliminating Label Leakage in Tree-Based Vertical Federated Learning
  19 Jul 2023 0 repositories listed
• Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem
  7 Jul 2023 0 repositories listed
• Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization
  28 Jun 2023 0 repositories listed
• Practical and General Backdoor Attacks against Vertical Federated Learning
  19 Jun 2023 0 repositories listed
• Cross-Modal Vertical Federated Learning for MRI Reconstruction
  5 Jun 2023 0 repositories listed
• Reducing Communication for Split Learning by Randomized Top-k Sparsification
  29 May 2023 0 repositories listed
• Secure Vertical Federated Learning Under Unreliable Connectivity
  26 May 2023 0 repositories listed
• Efficient Vertical Federated Learning with Secure Aggregation
  18 May 2023 0 repositories listed
• FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning
  15 May 2023 0 repositories listed
• Quadratic Functional Encryption for Secure Training in Vertical Federated Learning
  15 May 2023 0 repositories listed
• Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
  4 May 2023 0 repositories listed
• LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
  3 May 2023 0 repositories listed
• FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models
  26 Apr 2023 0 repositories listed
• Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration
  22 Apr 2023 0 repositories listed
• BadVFL: Backdoor Attacks in Vertical Federated Learning
  18 Apr 2023 0 repositories listed
• A Survey on Vertical Federated Learning: From a Layered Perspective
  4 Apr 2023 0 repositories listed
• Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
  28 Mar 2023 0 repositories listed
• Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties
  28 Mar 2023 0 repositories listed
• FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
  21 Feb 2023 0 repositories listed
• Privacy Against Agnostic Inference Attacks in Vertical Federated Learning
  10 Feb 2023 0 repositories listed
• GAN-based Vertical Federated Learning for Label Protection in Binary Classification
  4 Feb 2023 0 repositories listed
• GTV: Generating Tabular Data via Vertical Federated Learning
  3 Feb 2023 0 repositories listed
• Vertical Federated Learning: Taxonomies, Threats, and Prospects
  3 Feb 2023 0 repositories listed
• FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation
  30 Jan 2023 0 repositories listed
• Mutual Information Regularization for Vertical Federated Learning
  1 Jan 2023 0 repositories listed
• HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning
  1 Dec 2022 0 repositories listed
• Hijack Vertical Federated Learning Models As One Party
  1 Dec 2022 0 repositories listed
• Vertical Federated Learning: A Structured Literature Review
  1 Dec 2022 0 repositories listed
• Vertical Federated Learning: Concepts, Advances and Challenges
  23 Nov 2022 0 repositories listed
• Differentially Private Vertical Federated Learning
  13 Nov 2022 0 repositories listed
• Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario
  20 Oct 2022 0 repositories listed
• Vertical Semi-Federated Learning for Efficient Online Advertising
  30 Sep 2022 0 repositories listed
• Trading Off Privacy, Utility and Efficiency in Federated Learning
  1 Sep 2022 0 repositories listed
• Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning
  7 Aug 2022 0 repositories listed
• Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates
  29 Jul 2022 0 repositories listed
• Privacy Against Inference Attacks in Vertical Federated Learning
  24 Jul 2022 0 repositories listed
• Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond
  19 Jul 2022 0 repositories listed
• Secure Forward Aggregation for Vertical Federated Neural Networks
  28 Jun 2022 0 repositories listed
• BlindFL: Vertical Federated Machine Learning without Peeking into Your Data
  16 Jun 2022 0 repositories listed
• Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
  16 Jun 2022 0 repositories listed
• FadMan: Federated Anomaly Detection across Multiple Attributed Networks
  27 May 2022 0 repositories listed
• Differentially Private AUC Computation in Vertical Federated Learning
  24 May 2022 0 repositories listed
• FedGBF: An efficient vertical federated learning framework via gradient boosting and bagging
  3 Apr 2022 0 repositories listed
• Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm
  19 Mar 2022 0 repositories listed
• Label Leakage and Protection from Forward Embedding in Vertical Federated Learning
  2 Mar 2022 0 repositories listed
• When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
  17 Feb 2022 0 repositories listed
• Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction
  10 Feb 2022 0 repositories listed
• Vertical Federated Learning: Challenges, Methodologies and Experiments
  9 Feb 2022 0 repositories listed
• EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party
  17 Jan 2022 0 repositories listed
• A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction
  8 Jan 2022 0 repositories listed
• ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems
  8 Jan 2022 0 repositories listed
• Fair and efficient contribution valuation for vertical federated learning
  7 Jan 2022 0 repositories listed
• Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method
  15 Dec 2021 0 repositories listed
• Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning
  10 Dec 2021 0 repositories listed
• Efficient Batch Homomorphic Encryption for Vertically Federated XGBoost
  8 Dec 2021 0 repositories listed
• ExPLoit: Extracting Private Labels in Split Learning
  25 Nov 2021 0 repositories listed
• Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability
  22 Nov 2021 0 repositories listed
• A Vertical Federated Learning Method For Multi-Institutional Credit Scoring: MICS
  17 Nov 2021 0 repositories listed
• DVFL: A Vertical Federated Learning Method for Dynamic Data
  5 Nov 2021 0 repositories listed
• SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree
  21 Oct 2021 0 repositories listed
• An Information-Theoretic Analysis of The Cost of Decentralization for Learning and Inference Under Privacy Constraints
  11 Oct 2021 0 repositories listed
• FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels
  29 Sep 2021 0 repositories listed
• RVFR: Robust Vertical Federated Learning via Feature Subspace Recovery
  29 Sep 2021 0 repositories listed
• AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization
  26 Sep 2021 0 repositories listed
• PIVODL: Privacy-preserving vertical federated learning over distributed labels
  25 Aug 2021 0 repositories listed
• Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning
  16 Aug 2021 0 repositories listed
• Defending against Reconstruction Attack in Vertical Federated Learning
  21 Jul 2021 0 repositories listed
• A Vertical Federated Learning Framework for Graph Convolutional Network
  22 Jun 2021 0 repositories listed
• A Vertical Federated Learning Framework for Horizontally Partitioned Labels
  18 Jun 2021 0 repositories listed
• Federated Learning on Non-IID Data: A Survey
  12 Jun 2021 0 repositories listed
• Multi-VFL: A Vertical Federated Learning System for Multiple Data and Label Owners
  10 Jun 2021 0 repositories listed
• Vertical Federated Learning without Revealing Intersection Membership
  10 Jun 2021 0 repositories listed
• Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning
  20 May 2021 0 repositories listed
• A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning
  22 Mar 2021 0 repositories listed
• Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating
  1 Mar 2021 0 repositories listed
• Self-supervised Cross-silo Federated Neural Architecture Search
  28 Jan 2021 0 repositories listed
• Vertical federated learning based on DFP and BFGS
  23 Jan 2021 0 repositories listed
• Federated Learning for Spoken Language Understanding
  1 Dec 2020 0 repositories listed
• A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring
  14 Sep 2020 0 repositories listed
• Hybrid Differentially Private Federated Learning on Vertically Partitioned Data
  6 Sep 2020 0 repositories listed
• Privacy Preserving Vertical Federated Learning for Tree-based Models
  14 Aug 2020 0 repositories listed
• Large-Scale Secure XGB for Vertical Federated Learning
  18 May 2020 0 repositories listed
• Asymmetrical Vertical Federated Learning
  16 Apr 2020 0 repositories listed
• Multi-Participant Multi-Class Vertical Federated Learning
  30 Jan 2020 0 repositories listed
• A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression
  1 Dec 2019 0 repositories listed
• Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator
  22 Nov 2019 0 repositories listed