| Communication-Computation Efficient Secure Aggregation for Federated Learning | Dec 10, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Research Challenges in Designing Differentially Private Text Generation Mechanisms | Dec 10, 2020 | Privacy PreservingText Generation | —Unverified | 0 |
| Explainable Link Prediction for Privacy-Preserving Contact Tracing | Dec 10, 2020 | Link PredictionPrediction | —Unverified | 0 |
| Privacy-Preserving Spam Filtering using Functional Encryption | Dec 8, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Privacy and Robustness in Federated Learning: Attacks and Defenses | Dec 7, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Synthetic Smart Meters Data | Dec 6, 2020 | Privacy Preserving | —Unverified | 0 |
| SoK: Training Machine Learning Models over Multiple Sources with Privacy Preservation | Dec 6, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study | Dec 4, 2020 | Privacy Preserving | —Unverified | 0 |
| Gradient Sparsification Can Improve Performance of Differentially-Private Convex Machine Learning | Nov 30, 2020 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management | Nov 28, 2020 | Distributed ComputingFederated Learning | —Unverified | 0 |
| SocialGuard: An Adversarial Example Based Privacy-Preserving Technique for Social Images | Nov 27, 2020 | ObjectPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy | Nov 25, 2020 | Brain SegmentationMedical Image Analysis | —Unverified | 0 |
| Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty | Nov 23, 2020 | Federated LearningGraph Neural Network | —Unverified | 0 |
| Deep Directed Information-Based Learning for Privacy-Preserving Smart Meter Data Release | Nov 20, 2020 | Privacy PreservingTime Series | —Unverified | 0 |
| Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications | Nov 20, 2020 | Privacy Preserving | —Unverified | 0 |
| FedEval: A Holistic Evaluation Framework for Federated Learning | Nov 19, 2020 | BenchmarkingFederated Learning | —Unverified | 0 |
| FLaaS: Federated Learning as a Service | Nov 18, 2020 | CPUFederated Learning | —Unverified | 0 |
| 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 |
| 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 |
| A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification | Nov 10, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |