| A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem | Sep 14, 2024 | InformativenessPrivacy Preserving | —Unverified | 0 |
| Enhancing Privacy in ControlNet and Stable Diffusion via Split Learning | Sep 13, 2024 | Federated LearningImage Generation | —Unverified | 0 |
| Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen Datasets | Sep 13, 2024 | Multi-target regressionNeural Architecture Search | CodeCode Available | 0 |
| Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption | Sep 12, 2024 | image-classificationImage Classification | —Unverified | 0 |
| PDC-FRS: Privacy-preserving Data Contribution for Federated Recommender System | Sep 12, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Privacy-preserving federated prediction of pain intensity change based on multi-center survey data | Sep 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Riemannian Federated Learning via Averaging Gradient Stream | Sep 11, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Federated Learning with Consistency via Knowledge Distillation Using Conditional Generator | Sep 11, 2024 | DiversityFederated Learning | —Unverified | 0 |
| Is merging worth it? Securely evaluating the information gain for causal dataset acquisition | Sep 11, 2024 | Heterogeneous Treatment Effect EstimationPrivacy Preserving | —Unverified | 0 |
| TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency | Sep 9, 2024 | FairnessFederated Learning | —Unverified | 0 |
| Privacy-Preserving Data Linkage Across Private and Public Datasets for Collaborative Agriculture Research | Sep 9, 2024 | Privacy Preserving | —Unverified | 0 |
| Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models | Sep 6, 2024 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the U.S | Sep 6, 2024 | FairnessPrivacy Preserving | —Unverified | 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 |
| Wind turbine condition monitoring based on intra- and inter-farm federated learning | Sep 5, 2024 | Fault DetectionFederated Learning | CodeCode Available | 0 |
| Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation | Sep 4, 2024 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| FedMinds: Privacy-Preserving Personalized Brain Visual Decoding | Sep 3, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| QueryCheetah: Fast Automated Discovery of Attribute Inference Attacks Against Query-Based Systems | Sep 3, 2024 | AttributePrivacy Preserving | CodeCode Available | 0 |
| S^2NeRF: Privacy-preserving Training Framework for NeRF | Sep 3, 2024 | NeRFNovel View Synthesis | CodeCode Available | 0 |
| Towards Split Learning-based Privacy-Preserving Record Linkage | Sep 2, 2024 | Privacy Preserving | —Unverified | 0 |
| Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning | Sep 2, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Federated Aggregation of Mallows Rankings: A Comparative Analysis of Borda and Lehmer Coding | Sep 1, 2024 | Privacy PreservingQuantization | —Unverified | 0 |
| Demo: FedCampus: A Real-world Privacy-preserving Mobile Application for Smart Campus via Federated Learning & Analytics | Aug 31, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data | Aug 28, 2024 | Collaborative FilteringDiversity | —Unverified | 0 |
| Exploring Selective Layer Fine-Tuning in Federated Learning | Aug 28, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |