| 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 |
| Secure multiparty computations in floating-point arithmetic | Jan 9, 2020 | AllMathematical Proofs | —Unverified | 0 |
| Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms | Jan 9, 2020 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method | Jan 7, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Outsourced Bayesian Optimization | Jan 1, 2020 | Bayesian OptimizationPrivacy Preserving | —Unverified | 0 |
| Reinforcement Learning with Differential Privacy | Jan 1, 2020 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Robust Aggregation for Federated Learning | Dec 31, 2019 | Additive modelsFederated Learning | CodeCode Available | 0 |
| privGAN: Protecting GANs from membership inference attacks at low cost | Dec 31, 2019 | Privacy Preserving | CodeCode Available | 0 |
| Differentially Private M-band Wavelet-Based Mechanisms in Machine Learning Environments | Dec 30, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Public Release of Datasets for Support Vector Machine Classification | Dec 29, 2019 | General ClassificationPrivacy Preserving | —Unverified | 0 |
| Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer | Dec 24, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Learning to Prevent Leakage: Privacy-Preserving Inference in the Mobile Cloud | Dec 18, 2019 | Neural Architecture SearchPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Collaborative Operation of Networked Microgrids with the Local Utility Grid Based on Enhanced Benders Decomposition | Dec 13, 2019 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning | Dec 12, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Blockchain Based Federated Learning with Differential Data Sharing | Dec 10, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments | Dec 7, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |