| DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation | Feb 26, 2020 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions | Feb 22, 2020 | Medical Image AnalysisPrediction | —Unverified | 0 |
| Anonymizing Data for Privacy-Preserving Federated Learning | Feb 21, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| PrivacyFL: A simulator for privacy-preserving and secure federated learning | Feb 19, 2020 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Federated Extra-Trees with Privacy Preserving | Feb 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Distributed Sketching Methods for Privacy Preserving Regression | Feb 16, 2020 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| MAGNETO: Fingerprinting USB Flash Drives via Unintentional Magnetic Emissions | Feb 14, 2020 | Privacy Preserving | —Unverified | 0 |
| High Performance Logistic Regression for Privacy-Preserving Genome Analysis | Feb 13, 2020 | Privacy Preservingregression | CodeCode Available | 0 |
| Privacy-Preserving Image Classification in the Local Setting | Feb 9, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Privacy-Preserving Boosting in the Local Setting | Feb 6, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Secure Social Recommendation based on Secret Sharing | Feb 6, 2020 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Privacy Preserving PCA for Multiparty Modeling | Feb 6, 2020 | Fraud DetectionPrivacy Preserving | —Unverified | 0 |
| Knowledge Federation: A Unified and Hierarchical Privacy-Preserving AI Framework | Feb 5, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups | Feb 4, 2020 | Privacy Preserving | CodeCode Available | 0 |
| CryptoSPN: Privacy-preserving Sum-Product Network Inference | Feb 3, 2020 | Privacy Preserving | —Unverified | 0 |
| Multi-Participant Multi-Class Vertical Federated Learning | Jan 30, 2020 | feature selectionFederated Learning | —Unverified | 0 |
| FOCUS: Dealing with Label Quality Disparity in Federated Learning | Jan 29, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Gaussian Process Regression -- A Modular Approach to the Application of Homomorphic Encryption | Jan 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Bilevel Optimization for Differentially Private Optimization in Energy Systems | Jan 26, 2020 | Bilevel OptimizationPrivacy Preserving | —Unverified | 0 |
| A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency | Jan 22, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Stratified cross-validation for unbiased and privacy-preserving federated learning | Jan 22, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Secure and Robust Machine Learning for Healthcare: A Survey | Jan 21, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results | Jan 16, 2020 | Domain AdaptationFederated Learning | CodeCode Available | 1 |
| Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms | Jan 9, 2020 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Secure multiparty computations in floating-point arithmetic | Jan 9, 2020 | AllMathematical Proofs | —Unverified | 0 |