| FLaaS: Federated Learning as a Service | Nov 18, 2020 | CPUFederated Learning | —Unverified | 0 |
| Asymmetric Private Set Intersection with Applications to Contact Tracing and Private Vertical Federated Machine Learning | Nov 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Distributed Online Learning with Multiple Kernels | Nov 17, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| Stochastic Client Selection for Federated Learning with Volatile Clients | Nov 17, 2020 | FairnessFederated Learning | —Unverified | 0 |
| A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings | Nov 16, 2020 | Privacy Preserving | —Unverified | 0 |
| A Distributed Privacy-Preserving Learning Dynamics in General Social Networks | Nov 15, 2020 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Pose Estimation for Human-Robot Interaction | Nov 14, 2020 | Image EnhancementPose Estimation | CodeCode Available | 0 |
| Synthetic Data -- Anonymisation Groundhog Day | Nov 13, 2020 | Privacy Preserving | CodeCode Available | 1 |
| Privacy Preserving in Non-Intrusive Load Monitoring: A Differential Privacy Perspective | Nov 12, 2020 | Compressive SensingNon-Intrusive Load Monitoring | —Unverified | 0 |
| On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks | Nov 11, 2020 | Privacy Preserving | —Unverified | 0 |
| Compression Boosts Differentially Private Federated Learning | Nov 10, 2020 | Compressive SensingFederated Learning | —Unverified | 0 |
| Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective | Nov 10, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification | Nov 10, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Privacy-Preserving XGBoost Inference | Nov 9, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| FedSL: Federated Split Learning on Distributed Sequential Data in Recurrent Neural Networks | Nov 6, 2020 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Paralinguistic Privacy Protection at the Edge | Nov 4, 2020 | CPUKnowledge Distillation | —Unverified | 0 |
| HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data | Nov 3, 2020 | Privacy Preserving | —Unverified | 0 |
| A Scalable Approach for Privacy-Preserving Collaborative Machine Learning | Nov 3, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| A Differentially Private Text Perturbation Method Using Regularized Mahalanobis Metric | Nov 1, 2020 | Privacy Preserving | —Unverified | 0 |
| FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction | Nov 1, 2020 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| A Privacy-Preserving Content-Based Image Retrieval Scheme Allowing Mixed Use Of Encrypted And Plain Images | Oct 31, 2020 | Content-Based Image RetrievalImage Retrieval | —Unverified | 0 |
| Flimma: a federated and privacy-preserving tool for differential gene expression analysis | Oct 30, 2020 | Privacy PreservingSensitivity | CodeCode Available | 0 |
| Private Outsourced Bayesian Optimization | Oct 24, 2020 | Bayesian OptimizationPrivacy Preserving | CodeCode Available | 0 |
| Avoiding Occupancy Detection from Smart Meter using Adversarial Machine Learning | Oct 23, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Graph-Homomorphic Perturbations for Private Decentralized Learning | Oct 23, 2020 | Privacy PreservingStochastic Optimization | —Unverified | 0 |