| Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly | Feb 12, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Secure Vertical Federated Learning Under Unreliable Connectivity | May 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition | Mar 19, 2018 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| VirtualIdentity: Privacy-Preserving User Profiling | Aug 30, 2018 | Privacy Preserving | —Unverified | 0 |
| Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification | Jun 30, 2023 | Federated Learningimage-classification | —Unverified | 0 |
| Visor: Privacy-Preserving Video Analytics as a Cloud Service | Jun 17, 2020 | CPUGPU | —Unverified | 0 |
| ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification | Nov 8, 2024 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 |
| VLLFL: A Vision-Language Model Based Lightweight Federated Learning Framework for Smart Agriculture | Apr 17, 2025 | Federated LearningLanguage Modeling | —Unverified | 0 |
| Foundation Models in Federated Learning: Assessing Backdoor Vulnerabilities | Jan 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Vulnerability Due to Training Order in Split Learning | Mar 26, 2021 | Privacy Preserving | —Unverified | 0 |
| Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks | May 24, 2023 | DiversityFederated Learning | —Unverified | 0 |
| WeiDetect: Weibull Distribution-Based Defense against Poisoning Attacks in Federated Learning for Network Intrusion Detection Systems | Apr 6, 2025 | Federated LearningIntrusion Detection | —Unverified | 0 |
| Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective | Feb 17, 2023 | Distributed ComputingFairness | —Unverified | 0 |
| When Crowdsensing Meets Federated Learning: Privacy-Preserving Mobile Crowdsensing System | Feb 20, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| When Evolutionary Computation Meets Privacy | Mar 22, 2023 | Distributed ComputingDistributed Optimization | —Unverified | 0 |
| When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection | Aug 7, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions | Jun 27, 2023 | DiversityFederated Learning | —Unverified | 0 |
| When the Curious Abandon Honesty: Federated Learning Is Not Private | Dec 6, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Which PPML Would a User Choose? A Structured Decision Support Framework for Developers to Rank PPML Techniques Based on User Acceptance Criteria | Nov 11, 2024 | Privacy Preserving | —Unverified | 0 |
| Human-Imitating Metrics for Training and Evaluating Privacy Preserving Emotion Recognition Models Using Sociolinguistic Knowledge | Apr 18, 2021 | Cross-corpusEmotion Recognition | —Unverified | 0 |
| Wi-Fi and Bluetooth Contact Tracing Without User Intervention | Mar 31, 2022 | Privacy Preserving | —Unverified | 0 |
| Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training | Mar 6, 2024 | Privacy Preserving | —Unverified | 0 |
| Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach | Nov 2, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning | Jun 21, 2022 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning | Jun 9, 2020 | Data AugmentationFederated Learning | —Unverified | 0 |
| X-World: Accessibility, Vision, and Autonomy Meet | Jan 1, 2021 | Instance SegmentationPrivacy Preserving | —Unverified | 0 |
| Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review | Jan 31, 2025 | Deep LearningFeature Engineering | —Unverified | 0 |
| You Are What You Write: Preserving Privacy in the Era of Large Language Models | Apr 20, 2022 | Privacy PreservingSentiment Analysis | —Unverified | 0 |
| You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images | May 25, 2023 | Data AugmentationImage Generation | —Unverified | 0 |
| Private Networked Federated Learning for Nonsmooth Objectives | Jun 24, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm | Mar 18, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Zero redundancy distributed learning with differential privacy | Nov 20, 2023 | GPUPrivacy Preserving | —Unverified | 0 |
| Zero-shot Class Unlearning via Layer-wise Relevance Analysis and Neuronal Path Perturbation | Oct 31, 2024 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| Zero-Trust Foundation Models: A New Paradigm for Secure and Collaborative Artificial Intelligence for Internet of Things | May 26, 2025 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV | Jul 3, 2024 | Federated LearningIntrusion Detection | —Unverified | 0 |
| zkDFL: An efficient and privacy-preserving decentralized federated learning with zero-knowledge proof | Dec 1, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| ZKP-FedEval: Verifiable and Privacy-Preserving Federated Evaluation using Zero-Knowledge Proofs | Jul 15, 2025 | Activity RecognitionFederated Learning | —Unverified | 0 |
| ZKPROV: A Zero-Knowledge Approach to Dataset Provenance for Large Language Models | Jun 26, 2025 | Privacy Preserving | —Unverified | 0 |
| zPROBE: Zero Peek Robustness Checks for Federated Learning | Jun 24, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Reconstruction of Privacy-Sensitive Data from Protected Templates | May 8, 2019 | Privacy PreservingQuantization | —Unverified | 0 |
| Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection | Dec 30, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Mixture-of-Expert for Non-Overlapped Cross-Domain Sequential Recommendation | Mar 17, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Multi-View Learning for Private Medical Data Integration and Analysis | May 4, 2021 | Data IntegrationFederated Learning | —Unverified | 0 |
| Federated Nearest Neighbor Machine Translation | Feb 23, 2023 | Federated LearningMachine Translation | —Unverified | 0 |
| Federated Neural Collaborative Filtering | Jun 2, 2021 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning | Aug 8, 2021 | Deep LearningFederated Learning | —Unverified | 0 |
| Federated Offline Reinforcement Learning | Jun 11, 2022 | Offline RLPrivacy Preserving | —Unverified | 0 |
| Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning | Sep 3, 2023 | Continual LearningFederated Learning | —Unverified | 0 |
| Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction | Feb 5, 2023 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| Federated Quantum Machine Learning with Differential Privacy | Oct 10, 2023 | Binary ClassificationFederated Learning | —Unverified | 0 |