| Distributed Coordination of Deferrable Loads: A Real-time Market with Self-fulfilling Forecasts | Jun 15, 2020 | Privacy PreservingScheduling | —Unverified | 0 |
| Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data | Jun 12, 2020 | FairnessFederated Learning | —Unverified | 0 |
| Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings | Jun 11, 2020 | 3D Scene ReconstructionPrivacy Preserving | —Unverified | 0 |
| XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning | Jun 9, 2020 | Data AugmentationFederated Learning | —Unverified | 0 |
| Multi-spectral Facial Landmark Detection | Jun 9, 2020 | 3D Face ReconstructionBoundary Detection | —Unverified | 0 |
| AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference | Jun 7, 2020 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Median regression with differential privacy | Jun 4, 2020 | Privacy Preservingregression | —Unverified | 0 |
| Secure Sum Outperforms Homomorphic Encryption in (Current) Collaborative Deep Learning | Jun 2, 2020 | Deep LearningFederated Learning | —Unverified | 0 |
| Privacy-Preserving Approach PBCN in Social Network With Differential Privacy | Jun 2, 2020 | ClusteringGraph Reconstruction | —Unverified | 0 |
| (Locally) Differentially Private Combinatorial Semi-Bandits | Jun 1, 2020 | Multi-Armed BanditsPrivacy Preserving | —Unverified | 0 |
| Privacy-Protection Drone Patrol System based on Face Anonymization | May 29, 2020 | Face AnonymizationPrivacy Preserving | —Unverified | 0 |
| Assessing Centrality Without Knowing Connections | May 28, 2020 | Privacy Preserving | —Unverified | 0 |
| COVID-19 and Your Smartphone: BLE-based Smart Contact Tracing | May 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins? | May 27, 2020 | BenchmarkingFraud Detection | —Unverified | 0 |
| Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification | May 25, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Privacy-Preserving Clustering of Unstructured Big Data for Cloud-Based Enterprise Search Solutions | May 22, 2020 | ClusteringPrivacy Preserving | —Unverified | 0 |
| Secure and Differentially Private Bayesian Learning on Distributed Data | May 22, 2020 | Data IntegrationPrivacy Preserving | —Unverified | 0 |
| SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning | May 20, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| BLAZE: Blazing Fast Privacy-Preserving Machine Learning | May 18, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Prive-HD: Privacy-Preserved Hyperdimensional Computing | May 14, 2020 | Privacy PreservingQuantization | —Unverified | 0 |
| Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning | May 13, 2020 | ClusteringData Augmentation | —Unverified | 0 |
| Doppler Radar for the Extraction of Biomechanical Parameters in Gait Analysis | May 11, 2020 | Privacy PreservingRhythm | —Unverified | 0 |
| 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 |
| Wide-AdGraph: Detecting Ad Trackers with a Wide Dependency Chain Graph | Apr 29, 2020 | BlockingGraph Representation Learning | CodeCode Available | 0 |
| 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 |
| 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 |
| Design of Privacy-Preserving Dynamic Controllers | Apr 16, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Policy Synthesis in Markov Decision Processes | Apr 16, 2020 | Decision MakingPrivacy 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 |
| DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks | Mar 23, 2020 | Activity RecognitionAttribute | CodeCode Available | 0 |
| FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning | Mar 20, 2020 | Federated LearningMedical Named Entity Recognition | —Unverified | 0 |
| A Compressive Sensing Approach for Federated Learning over Massive MIMO Communication Systems | Mar 18, 2020 | Compressive SensingFederated Learning | —Unverified | 0 |
| Deep Quaternion Features for Privacy Protection | Mar 18, 2020 | Privacy Preserving | —Unverified | 0 |