| Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning | Dec 5, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| An Empirical Study on the Intrinsic Privacy of SGD | Dec 5, 2019 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces | Dec 1, 2019 | Privacy PreservingQ-Learning | CodeCode Available | 0 |
| Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation | Dec 1, 2019 | ClassificationGeneral Classification | —Unverified | 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 |
| Adversarial Learning of Privacy-Preserving and Task-Oriented Representations | Nov 22, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Privacy-preserving parametric inference: a case for robust statistics | Nov 22, 2019 | Privacy Preserving | —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 |
| Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data | Nov 16, 2019 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| Enabling Efficient Privacy-Assured Outlier Detection over Encrypted Incremental Datasets | Nov 14, 2019 | Anomaly DetectionOutlier Detection | —Unverified | 0 |
| Asynchronous Distributed Learning from Constraints | Nov 13, 2019 | Document ClassificationPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion? | Nov 12, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Privacy-Preserving Multiple Tensor Factorization for Synthesizing Large-Scale Location Traces with Cluster-Specific Features | Nov 11, 2019 | Privacy Preserving | CodeCode Available | 0 |
| Achieving Differential Privacy in Vertically Partitioned Multiparty Learning | Nov 11, 2019 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Generalized Linear Models using Distributed Block Coordinate Descent | Nov 8, 2019 | Privacy Preserving | CodeCode Available | 0 |
| Theoretical Guarantees for Model Auditing with Finite Adversaries | Nov 8, 2019 | modelPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving Threat Hunting in Smart Home Environments | Nov 6, 2019 | Privacy Preserving | —Unverified | 0 |
| Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework | Nov 6, 2019 | Gaze EstimationPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Machine Learning Using EtC Images | Nov 1, 2019 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Federated Learning with Differential Privacy: Algorithms and Performance Analysis | Nov 1, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Efficient Privacy-Preserving Stochastic Nonconvex Optimization | Oct 30, 2019 | Privacy Preserving | —Unverified | 0 |
| Noiseless Privacy | Oct 29, 2019 | Privacy PreservingQuantization | —Unverified | 0 |
| Substra: a framework for privacy-preserving, traceable and collaborative Machine Learning | Oct 25, 2019 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |