| FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection | Aug 20, 2023 | Domain GeneralizationFace Presentation Attack Detection | CodeCode Available | 1 | 5 |
| CipherPrune: Efficient and Scalable Private Transformer Inference | Feb 24, 2025 | Privacy Preserving | CodeCode Available | 1 | 5 |
| Gradient-Leakage Resilient Federated Learning | Jul 2, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Language-Guided Transformer for Federated Multi-Label Classification | Dec 12, 2023 | ClassificationFederated Learning | CodeCode Available | 1 | 5 |
| On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms | Jul 15, 2023 | Privacy Preserving | CodeCode Available | 1 | 5 |
| ID-Booth: Identity-consistent Face Generation with Diffusion Models | Apr 10, 2025 | DenoisingDiversity | CodeCode Available | 1 | 5 |
| PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning | Oct 11, 2022 | AttributeImputation | CodeCode Available | 1 | 5 |
| A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications | Aug 31, 2023 | Privacy Preserving | CodeCode Available | 1 | 5 |
| Federated Split GANs | Jul 4, 2022 | AttributePrivacy Preserving | CodeCode Available | 0 | 5 |
| Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Apr 16, 2025 | Federated LearningFraud Detection | CodeCode Available | 0 | 5 |
| Federated Stain Normalization for Computational Pathology | Sep 29, 2022 | DiversityFederated Learning | CodeCode Available | 0 | 5 |
| FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain Recommendation | Sep 5, 2024 | Contrastive LearningFederated Learning | CodeCode Available | 0 | 5 |
| Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation | Mar 29, 2025 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 | 5 |
| Federated Survival Forests | Feb 6, 2023 | Federated LearningMissing Values | CodeCode Available | 0 | 5 |
| Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces | Dec 2, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 0 | 5 |
| A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics | Mar 8, 2017 | Deep LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification | Nov 24, 2023 | Federated Learningimage-classification | CodeCode Available | 0 | 5 |
| A Hybrid Approach to Privacy-Preserving Federated Learning | Dec 7, 2018 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 | 5 |
| Federated Learning for Time-Series Healthcare Sensing with Incomplete Modalities | May 20, 2024 | Computational EfficiencyFederated Learning | CodeCode Available | 0 | 5 |
| Federated Causal Inference from Observational Data | Aug 24, 2023 | Causal InferenceFederated Learning | CodeCode Available | 0 | 5 |
| Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources | Nov 23, 2024 | Data IntegrationDrug Discovery | CodeCode Available | 0 | 5 |
| 1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy | May 2, 2024 | Privacy PreservingWord Embeddings | CodeCode Available | 0 | 5 |
| A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection | Jul 23, 2019 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 | 5 |
| Federated Learning with Reduced Information Leakage and Computation | Oct 10, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients | Apr 8, 2025 | Federated Learningimage-classification | CodeCode Available | 0 | 5 |
