| Efficient Privacy Preserving Edge Computing Framework for Image Classification | May 10, 2020 | ClassificationData Compression | —Unverified | 0 |
| Cloud-based Federated Boosting for Mobile Crowdsensing | May 9, 2020 | Federated LearningGeneral Classification | —Unverified | 0 |
| Utility-aware Privacy-preserving Data Releasing | May 9, 2020 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Quest: Practical and Oblivious Mitigation Strategies for COVID-19 using WiFi Datasets | May 5, 2020 | Privacy Preserving | —Unverified | 0 |
| Minor Privacy Protection Through Real-time Video Processing at the Edge | May 3, 2020 | CPUFace Recognition | —Unverified | 0 |
| A Privacy Preserving Data Publishing Middleware for Unstructured, Textual Social Media Data | May 1, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Distributed Optimization via Subspace Perturbation: A General Framework | Apr 29, 2020 | Distributed OptimizationPrivacy Preserving | CodeCode Available | 1 |
| Wide-AdGraph: Detecting Ad Trackers with a Wide Dependency Chain Graph | Apr 29, 2020 | BlockingGraph Representation Learning | CodeCode Available | 0 |
| Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks | Apr 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Private Dataset Generation Using Privacy Preserving Collaborative Learning | Apr 28, 2020 | BIG-bench Machine LearningDataset Generation | CodeCode Available | 0 |
| Obscure: Information-Theoretically Secure, Oblivious, and Verifiable Aggregation Queries on Secret-Shared Outsourced Data -- Full Version | Apr 27, 2020 | Privacy Preserving | —Unverified | 0 |
| Federated Transfer Learning for EEG Signal Classification | Apr 26, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| CQE in Description Logics Through Instance Indistinguishability (extended version) | Apr 24, 2020 | Privacy Preserving | —Unverified | 0 |
| A Review of Privacy-preserving Federated Learning for the Internet-of-Things | Apr 24, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting | Apr 20, 2020 | Mathematical ProofsPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Script Sharing in GUI-based Programming-by-Demonstration Systems | Apr 17, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Policy Synthesis in Markov Decision Processes | Apr 16, 2020 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Design of Privacy-Preserving Dynamic Controllers | Apr 16, 2020 | Privacy Preserving | —Unverified | 0 |
| Really Useful Synthetic Data -- A Framework to Evaluate the Quality of Differentially Private Synthetic Data | Apr 16, 2020 | Privacy Preserving | CodeCode Available | 0 |
| PrivEdge: From Local to Distributed Private Training and Prediction | Apr 12, 2020 | Image CompressionPrivacy Preserving | CodeCode Available | 0 |
| Canopy: A Verifiable Privacy-Preserving Token Ring based Communication Protocol for Smart Homes | Apr 8, 2020 | Privacy Preserving | —Unverified | 0 |
| DashCam Pay: A System for In-vehicle Payments Using Face and Voice | Apr 8, 2020 | Privacy Preserving | —Unverified | 0 |
| Private Knowledge Transfer via Model Distillation with Generative Adversarial Networks | Apr 5, 2020 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| Privacy-Preserving Eye Videos using Rubber Sheet Model | Apr 3, 2020 | modelPrivacy Preserving | —Unverified | 0 |
| Learning Longterm Representations for Person Re-Identification Using Radio Signals | Apr 2, 2020 | Person Re-IdentificationPrivacy Preserving | —Unverified | 0 |
| Concentrated Differentially Private and Utility Preserving Federated Learning | Mar 30, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service | Mar 30, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks | Mar 23, 2020 | Activity RecognitionAttribute | CodeCode Available | 0 |
| Privacy-Preserving News Recommendation Model Learning | Mar 21, 2020 | ArticlesFederated Learning | CodeCode Available | 1 |
| FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning | Mar 20, 2020 | Federated LearningMedical Named Entity Recognition | —Unverified | 0 |
| Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach | Mar 19, 2020 | ClusteringFederated Learning | CodeCode Available | 1 |
| TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers | Mar 18, 2020 | Privacy Preserving | —Unverified | 0 |
| The Cost of Privacy in Asynchronous Differentially-Private Machine Learning | Mar 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Deep Quaternion Features for Privacy Protection | Mar 18, 2020 | Privacy Preserving | —Unverified | 0 |
| A Compressive Sensing Approach for Federated Learning over Massive MIMO Communication Systems | Mar 18, 2020 | Compressive SensingFederated Learning | —Unverified | 0 |
| Survey of Privacy-Preserving Collaborative Filtering | Mar 18, 2020 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| A Framework for Distributed and Compositional Stability Analysis of Power Grids | Mar 16, 2020 | Privacy Preserving | —Unverified | 0 |
| Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? | Mar 16, 2020 | Privacy Preserving | CodeCode Available | 1 |
| A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework | Mar 13, 2020 | Model CompressionPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving Point-of-interest Recommendation Using Decentralized Matrix Factorization | Mar 12, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Adversarial Network (PPAN) for Continuous non-Gaussian Attributes | Mar 11, 2020 | Privacy Preserving | —Unverified | 0 |
| ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition | Mar 11, 2020 | Privacy Preserving | —Unverified | 0 |
| Industrial Scale Privacy Preserving Deep Neural Network | Mar 11, 2020 | Fraud DetectionPrivacy Preserving | —Unverified | 0 |
| Ternary Compression for Communication-Efficient Federated Learning | Mar 7, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| Practical Privacy Preserving POI Recommendation | Mar 5, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving Learning via Deep Net Pruning | Mar 4, 2020 | Network PruningPrivacy Preserving | —Unverified | 0 |
| Differential Privacy at Risk: Bridging Randomness and Privacy Budget | Mar 2, 2020 | Privacy Preserving | CodeCode Available | 0 |
| User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization | Feb 29, 2020 | Federated LearningHeuristic Search | —Unverified | 0 |
| A Lightweight and Privacy-Preserving Authentication Protocol for Mobile Edge Computing | Feb 27, 2020 | Cloud ComputingEdge-computing | —Unverified | 0 |
| Privacy-Preserving Distributed Clustering for Electrical Load Profiling | Feb 26, 2020 | ClusteringPrivacy Preserving | —Unverified | 0 |