| Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints | Oct 4, 2019 | ClusteringFederated Learning | CodeCode Available | 0 |
| PPGAN: Privacy-preserving Generative Adversarial Network | Oct 4, 2019 | Generative Adversarial NetworkPrivacy Preserving | —Unverified | 0 |
| PINFER: Privacy-Preserving Inference for Machine Learning | Oct 4, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Privacy-preserving Federated Brain Tumour Segmentation | Oct 2, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving Image Queries for Camera Localization | Oct 1, 2019 | Camera LocalizationCamera Pose Estimation | —Unverified | 0 |
| Federated User Representation Learning | Sep 27, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving Representation Learning by Disentanglement | Sep 25, 2019 | AttributeDisentanglement | —Unverified | 0 |
| Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction | Sep 25, 2019 | GPUPrivacy Preserving | CodeCode Available | 0 |
| Multi-Step Decentralized Domain Adaptation | Sep 25, 2019 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Making the Shoe Fit: Architectures, Initializations, and Tuning for Learning with Privacy | Sep 25, 2019 | Privacy Preserving | —Unverified | 0 |
| Challenges of Privacy-Preserving Machine Learning in IoT | Sep 21, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Learning to Conceal: A Deep Learning Based Method for Preserving Privacy and Avoiding Prejudice | Sep 19, 2019 | Privacy Preserving | —Unverified | 0 |
| Emotion Filtering at the Edge | Sep 18, 2019 | Privacy PreservingRaspberry Pi 4 | —Unverified | 0 |
| Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving | Sep 17, 2019 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification | Sep 13, 2019 | Federated LearningGeneral Classification | CodeCode Available | 1 |
| HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography | Sep 11, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Privacy-Preserving Bandits | Sep 10, 2019 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 0 |
| Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images | Sep 9, 2019 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 |
| DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones | Sep 9, 2019 | General ClassificationImage Classification | —Unverified | 0 |
| Extreme Low Resolution Activity Recognition with Confident Spatial-Temporal Attention Transfer | Sep 9, 2019 | Activity RecognitionPrivacy Preserving | —Unverified | 0 |
| Key Protected Classification for Collaborative Learning | Aug 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis | Aug 26, 2019 | Computational PhenotypingPrivacy Preserving | —Unverified | 0 |
| No Peeking through My Windows: Conserving Privacy in Personal Drones | Aug 26, 2019 | object-detectionObject Detection | —Unverified | 0 |
| Successive Point-of-Interest Recommendation with Local Differential Privacy | Aug 26, 2019 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| A Novel Privacy-Preserving Deep Learning Scheme without Using Cryptography Component | Aug 21, 2019 | Privacy PreservingPrivacy Preserving Deep Learning | —Unverified | 0 |
