| How low can you go? Privacy-preserving people detection with an omni-directional camera | Jul 9, 2020 | Human DetectionPrivacy Preserving | —Unverified | 0 |
| Federated Learning of User Authentication Models | Jul 9, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Epidemic Exposure Notification with Smartwatch: A Proximity-Based Privacy-Preserving Approach | Jul 8, 2020 | Privacy Preserving | —Unverified | 0 |
| MPC Protocol for G-module and its Application in Secure Compare and ReLU | Jul 8, 2020 | Privacy PreservingPrivacy Preserving Deep Learning | —Unverified | 0 |
| BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning | Jul 8, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Defending against Backdoors in Federated Learning with Robust Learning Rate | Jul 7, 2020 | Backdoor AttackFederated Learning | CodeCode Available | 1 |
| Privacy Threats Against Federated Matrix Factorization | Jul 3, 2020 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning | Jul 3, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Private Speech Classification with Secure Multiparty Computation | Jul 1, 2020 | Audio ClassificationAudio Signal Processing | —Unverified | 0 |
| On the Impact of Side Information on Smart Meter Privacy-Preserving Methods | Jun 29, 2020 | Privacy Preserving | —Unverified | 0 |
| On the Privacy-Utility Tradeoff in Peer-Review Data Analysis | Jun 29, 2020 | Privacy Preserving | —Unverified | 0 |
| Using Bluetooth Low Energy (BLE) Signal Strength Estimation to Facilitate Contact Tracing for COVID-19 | Jun 28, 2020 | Privacy Preserving | —Unverified | 0 |
| Submodular Combinatorial Information Measures with Applications in Machine Learning | Jun 27, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Security and Privacy Preserving Deep Learning | Jun 23, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model | Jun 22, 2020 | Privacy Preserving | CodeCode Available | 0 |
| Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks | Jun 20, 2020 | Privacy PreservingPrivacy Preserving Deep Learning | —Unverified | 0 |
| Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup | Jun 17, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Visor: Privacy-Preserving Video Analytics as a Cloud Service | Jun 17, 2020 | CPUGPU | —Unverified | 0 |
| Personalized Federated Learning with Moreau Envelopes | Jun 16, 2020 | DiversityFederated Learning | CodeCode Available | 1 |
| Adversarial representation learning for private speech generation | Jun 16, 2020 | Privacy PreservingRepresentation Learning | CodeCode Available | 0 |
| Federated Survival Analysis with Discrete-Time Cox Models | Jun 16, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Distributed Coordination of Deferrable Loads: A Real-time Market with Self-fulfilling Forecasts | Jun 15, 2020 | Privacy PreservingScheduling | —Unverified | 0 |
| Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention | Jun 15, 2020 | PredictionPrivacy Preserving | —Unverified | 0 |
| LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection | Jun 14, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| 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 |
| Locally Private Graph Neural Networks | Jun 9, 2020 | Federated LearningNode Classification | CodeCode Available | 1 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 |
| 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 |
| A Distributed Trust Framework for Privacy-Preserving Machine Learning | Jun 3, 2020 | BIG-bench Machine LearningData Poisoning | CodeCode Available | 1 |
| Privacy-Preserving Approach PBCN in Social Network With Differential Privacy | Jun 2, 2020 | ClusteringGraph Reconstruction | —Unverified | 0 |
| Secure Sum Outperforms Homomorphic Encryption in (Current) Collaborative Deep Learning | Jun 2, 2020 | Deep LearningFederated Learning | —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 |
| Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data | May 29, 2020 | Privacy Preserving | CodeCode Available | 1 |
| 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 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| BLAZE: Blazing Fast Privacy-Preserving Machine Learning | May 18, 2020 | BenchmarkingBIG-bench Machine 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 |