| FedPH: Privacy-enhanced Heterogeneous Federated Learning | Jan 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Collaborative Learning From Distributed Data With Differentially Private Synthetic Twin Data | Aug 9, 2023 | Privacy Preserving | CodeCode Available | 0 |
| FedIMPUTE: Privacy-Preserving Missing Value Imputation for Multi-Site Heterogeneous Electronic Health Records | Aug 22, 2024 | Federated LearningMissing Values | CodeCode Available | 0 |
| MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption | Jan 17, 2024 | Medical Image AnalysisPrivacy Preserving | CodeCode Available | 0 |
| FedKD-hybrid: Federated Hybrid Knowledge Distillation for Lithography Hotspot Detection | Jan 7, 2025 | Federated LearningKnowledge Distillation | CodeCode Available | 0 |
| Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare | Feb 20, 2023 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System | Jan 29, 2019 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 0 |
| Practical Privacy Filters and Odometers with Rényi Differential Privacy and Applications to Differentially Private Deep Learning | Mar 2, 2021 | Privacy PreservingPrivacy Preserving Deep Learning | CodeCode Available | 0 |
| Differentially Private Online Bayesian Estimation With Adaptive Truncation | Jan 19, 2023 | Privacy PreservingSensitivity | CodeCode Available | 0 |
| Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls | Aug 14, 2023 | Federated Learninggraph partitioning | CodeCode Available | 0 |
| CollabEdit: Towards Non-destructive Collaborative Knowledge Editing | Oct 12, 2024 | knowledge editingPrivacy Preserving | CodeCode Available | 0 |
| MERGE: Fast Private Text Generation | May 25, 2023 | Code CompletionMulti-task Language Understanding | CodeCode Available | 0 |
| Privacy-Preserving Graph Convolutional Networks for Text Classification | Feb 10, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam Detection | Apr 15, 2024 | Adversarial RobustnessBackdoor Attack | CodeCode Available | 0 |
| FedCTR: Federated Native Ad CTR Prediction with Multi-Platform User Behavior Data | Jul 23, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 0 |
| Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edge | Oct 31, 2024 | Model OptimizationPrivacy Preserving | CodeCode Available | 0 |
| Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health Records | Feb 11, 2023 | Density EstimationPrivacy Preserving | CodeCode Available | 0 |
| FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning | Nov 16, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning | Nov 28, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| Federated Causal Discovery From Interventions | Nov 7, 2022 | Causal DiscoveryFederated Learning | CodeCode Available | 0 |
| Releasing Graph Neural Networks with Differential Privacy Guarantees | Sep 18, 2021 | Knowledge DistillationPrivacy Preserving | CodeCode Available | 0 |
| FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks | Apr 18, 2021 | BenchmarkingFederated Learning | CodeCode Available | 0 |
| MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates | Jun 21, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| FedCAR: Cross-client Adaptive Re-weighting for Generative Models in Federated Learning | Dec 16, 2024 | Federated LearningImage Generation | CodeCode Available | 0 |
| A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications | Jul 6, 2023 | Privacy Preserving | CodeCode Available | 0 |