| CECILIA: Comprehensive Secure Machine Learning Framework | Feb 7, 2022 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Analyze Gauss: Optimal Bounds for Privacy-Preserving Principal Component Analysis | May 1, 2014 | AttributePrivacy Preserving | CodeCode Available | 0 |
| Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech Enhancement | Oct 8, 2021 | DiversityPrivacy Preserving | CodeCode Available | 0 |
| Federated Learning for Time-Series Healthcare Sensing with Incomplete Modalities | May 20, 2024 | Computational EfficiencyFederated Learning | CodeCode Available | 0 |
| 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 |
| Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies | Sep 9, 2021 | BenchmarkingFederated Learning | CodeCode Available | 0 |
| Differential Privacy at Risk: Bridging Randomness and Privacy Budget | Mar 2, 2020 | Privacy Preserving | CodeCode Available | 0 |
| Federated Causal Inference from Observational Data | Aug 24, 2023 | Causal InferenceFederated Learning | CodeCode Available | 0 |
| Validating Privacy-Preserving Face Recognition under a Minimum Assumption | Jan 1, 2024 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 |
| FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain Recommendation | Sep 5, 2024 | Contrastive LearningFederated Learning | CodeCode Available | 0 |
| Privacy Preserving Federated Unsupervised Domain Adaptation with Application to Age Prediction from DNA Methylation Data | Nov 26, 2024 | Domain AdaptationGaussian Processes | CodeCode Available | 0 |
| 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 |
| Low Latency Privacy Preserving Inference | Dec 27, 2018 | Privacy PreservingTransfer Learning | CodeCode Available | 0 |
| Λ-Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI | Oct 23, 2023 | Privacy Preserving | CodeCode Available | 0 |
| LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration | May 8, 2025 | Privacy PreservingRAG | CodeCode Available | 0 |
| Differentially Private Sliced Wasserstein Distance | Jul 5, 2021 | Domain AdaptationPrivacy Preserving | CodeCode Available | 0 |
| Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels | Nov 24, 2022 | Federated LearningMedical Diagnosis | CodeCode Available | 0 |
| COVID-19 and Your Smartphone: BLE-based Smart Contact Tracing | May 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation | Mar 29, 2025 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 |
| Amalgam: A Framework for Obfuscated Neural Network Training on the Cloud | Jun 2, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Apr 16, 2025 | Federated LearningFraud Detection | CodeCode Available | 0 |
| Federated Split GANs | Jul 4, 2022 | AttributePrivacy Preserving | CodeCode Available | 0 |
| Federated Stain Normalization for Computational Pathology | Sep 29, 2022 | DiversityFederated Learning | CodeCode Available | 0 |
| Regularized PolyKervNets: Optimizing Expressiveness and Efficiency for Private Inference in Deep Neural Networks | Dec 23, 2023 | Privacy Preserving | CodeCode Available | 0 |
| A Universal Metric of Dataset Similarity for Cross-silo Federated Learning | Apr 29, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |