| 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 data sharing via probabilistic modelling | Dec 10, 2019 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 1 |
| Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments | Dec 7, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| An Empirical Study on the Intrinsic Privacy of SGD | Dec 5, 2019 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning | Dec 5, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation | Dec 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces | Dec 1, 2019 | Privacy PreservingQ-Learning | CodeCode Available | 0 |
| Partially Encrypted Deep Learning using Functional Encryption | Dec 1, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Federated Learning for Ranking Browser History Suggestions | Nov 26, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy preserving Neural Network Inference on Encrypted Data with GPUs | Nov 26, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| PPSM: A Privacy-Preserving Stackelberg Mechanism: Privacy Guarantees for the Coordination of Sequential Electricity and Gas Markets | Nov 22, 2019 | Privacy Preserving | —Unverified | 0 |
| Privacy-preserving parametric inference: a case for robust statistics | Nov 22, 2019 | Privacy Preserving | —Unverified | 0 |
| Adversarial Learning of Privacy-Preserving and Task-Oriented Representations | Nov 22, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data | Nov 16, 2019 | Privacy PreservingTransfer Learning | —Unverified | 0 |
