| 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 |
| Privacy Preserving Off-Policy Evaluation | Feb 1, 2019 | Off-policy evaluationPrivacy Preserving | —Unverified | 0 |
| SensitiveNets: Learning Agnostic Representations with Application to Face Images | Feb 1, 2019 | Face RecognitionFairness | CodeCode Available | 0 |
| Privacy-preserving Q-Learning with Functional Noise in Continuous State Spaces | Jan 30, 2019 | Privacy PreservingQ-Learning | CodeCode Available | 0 |
| Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System | Jan 29, 2019 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 0 |
| A Privacy Preserving Randomized Gossip Algorithm via Controlled Noise Insertion | Jan 27, 2019 | Privacy Preserving | —Unverified | 0 |
| SecureBoost: A Lossless Federated Learning Framework | Jan 25, 2019 | BIG-bench Machine LearningEntity Alignment | —Unverified | 0 |
| Profile-Based Privacy for Locally Private Computations | Jan 21, 2019 | Privacy Preserving | —Unverified | 0 |
| Light-Field for RF | Jan 13, 2019 | Privacy PreservingRF-based Pose Estimation | —Unverified | 0 |
| Low Latency Privacy Preserving Inference | Dec 27, 2018 | Privacy PreservingTransfer Learning | CodeCode Available | 0 |
| Application-driven Privacy-preserving Data Publishing with Correlated Attributes | Dec 26, 2018 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Collaborative Deep Learning with Unreliable Participants | Dec 25, 2018 | Deep Learningimage-classification | —Unverified | 0 |
| Privacy-Preserving Probabilistic Forecasting for Temporal-spatial Correlated Wind Farms | Dec 17, 2018 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Distributed Parameter Estimation for Probability Distribution of Wind Power Forecast Error | Dec 17, 2018 | Decision Makingparameter estimation | —Unverified | 0 |
| Secure Federated Transfer Learning | Dec 8, 2018 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| A Hybrid Approach to Privacy-Preserving Federated Learning | Dec 7, 2018 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| Privacy-Preserving Distributed Deep Learning for Clinical Data | Dec 4, 2018 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning | Dec 3, 2018 | Edge-computingFederated Learning | —Unverified | 0 |
| Distributed Learning without Distress: Privacy-Preserving Empirical Risk Minimization | Dec 1, 2018 | Privacy Preserving | CodeCode Available | 0 |
| MOBIUS: Model-Oblivious Binarized Neural Networks | Nov 29, 2018 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning | Nov 27, 2018 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images | Nov 25, 2018 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning | Nov 24, 2018 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| Differential Private Stack Generalization with an Application to Diabetes Prediction | Nov 23, 2018 | Diabetes PredictionEnsemble Learning | —Unverified | 0 |
| Privacy-Preserving Collaborative Prediction using Random Forests | Nov 21, 2018 | PredictionPrivacy Preserving | —Unverified | 0 |
| Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition | Nov 20, 2018 | Privacy PreservingTensor Networks | —Unverified | 0 |