| SEALion: a Framework for Neural Network Inference on Encrypted Data | Apr 29, 2019 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| HOG feature extraction from encrypted images for privacy-preserving machine learning | Apr 29, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Privacy Preserving Group Membership Verification and Identification | Apr 23, 2019 | Face RecognitionPrivacy Preserving | —Unverified | 0 |
| Distributed Differentially Private Computation of Functions with Correlated Noise | Apr 22, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Obfuscation for Privacy-preserving Syntactic Parsing | Apr 21, 2019 | Privacy PreservingSentence | CodeCode Available | 0 |
| HCFContext: Smartphone Context Inference via Sequential History-based Collaborative Filtering | Apr 21, 2019 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| Distributed generation of privacy preserving data with user customization | Apr 20, 2019 | Privacy Preserving | —Unverified | 0 |
| CryptoNN: Training Neural Networks over Encrypted Data | Apr 15, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Distributed Layer-Partitioned Training for Privacy-Preserved Deep Learning | Apr 12, 2019 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Private Hierarchical Clustering and Efficient Approximation | Apr 9, 2019 | ClusteringPrivacy Preserving | —Unverified | 0 |
| Enabling Noninvasive Physical Assault Monitoring in Smart School with Commercial Wi-Fi Devices | Apr 1, 2019 | Privacy PreservingRF-based Action Recognition | —Unverified | 0 |
| Privacy-preserving Active Learning on Sensitive Data for User Intent Classification | Mar 26, 2019 | Active LearningBinary Classification | —Unverified | 0 |
| Privacy Preserving Image-Based Localization | Mar 13, 2019 | Camera Pose EstimationImage-Based Localization | —Unverified | 0 |
| Online Human Activity Recognition Employing Hierarchical Hidden Markov Models | Mar 12, 2019 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Robust and Communication-Efficient Federated Learning from Non-IID Data | Mar 7, 2019 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Detection of Gait Asymmetry Using Indoor Doppler Radar | Feb 26, 2019 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Action Recognition using Coded Aperture Videos | Feb 25, 2019 | Action RecognitionImage Restoration | —Unverified | 0 |
| Privacy Preserving Location Data Publishing: A Machine Learning Approach | Feb 24, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Evaluating Differentially Private Machine Learning in Practice | Feb 24, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Data collaboration analysis for distributed datasets | Feb 20, 2019 | Privacy Preserving | —Unverified | 0 |
| On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects | Feb 13, 2019 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Delog: A Privacy Preserving Log Filtering Framework for Online Compute Platforms | Feb 13, 2019 | Log ParsingPrivacy Preserving | CodeCode Available | 0 |
| The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy | Feb 12, 2019 | parameter estimationPrivacy Preserving | —Unverified | 0 |
| Disguised-Nets: Image Disguising for Privacy-preserving Outsourced Deep Learning | Feb 5, 2019 | Deep LearningGPU | —Unverified | 0 |
| CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning | Feb 2, 2019 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |