| Fast Federated Learning by Balancing Communication Trade-Offs | May 23, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| HyFed: A Hybrid Federated Framework for Privacy-preserving Machine Learning | May 21, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| EasyFL: A Low-code Federated Learning Platform For Dummies | May 17, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments | Apr 29, 2021 | CPUFederated Learning | CodeCode Available | 1 |
| Privacy-Preserving Portrait Matting | Apr 29, 2021 | Image MattingPrivacy Preserving | CodeCode Available | 1 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Risk score learning for COVID-19 contact tracing apps | Apr 17, 2021 | Privacy Preserving | CodeCode Available | 1 |
| DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation | Mar 20, 2021 | Dimensionality ReductionNavigate | CodeCode Available | 1 |
| How Privacy-Preserving are Line Clouds? Recovering Scene Details from 3D Lines | Mar 8, 2021 | Camera Pose EstimationPose Estimation | CodeCode Available | 1 |
| PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization | Mar 2, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Quantifying and Mitigating Privacy Risks of Contrastive Learning | Feb 8, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling | Jan 27, 2021 | Author ProfilingPrivacy Preserving | CodeCode Available | 1 |
| NN-EMD: Efficiently Training Neural Networks using Encrypted Multi-Sourced Datasets | Dec 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation | Nov 29, 2020 | Computed Tomography (CT)Image Generation | CodeCode Available | 1 |
| Privacy-preserving Collaborative Learning with Automatic Transformation Search | Nov 25, 2020 | Data AugmentationPrivacy Preserving | CodeCode Available | 1 |
| KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation | Nov 19, 2020 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 |
| 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 |
| Synthetic Data -- Anonymisation Groundhog Day | Nov 13, 2020 | Privacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving XGBoost Inference | Nov 9, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Adversarial Privacy Preserving Graph Embedding against Inference Attack | Aug 30, 2020 | Graph EmbeddingInference Attack | CodeCode Available | 1 |
| Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration | Aug 28, 2020 | Privacy Preserving | CodeCode Available | 1 |
| Performance Optimization for Federated Person Re-identification via Benchmark Analysis | Aug 26, 2020 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| Key-Nets: Optical Transformation Convolutional Networks for Privacy Preserving Vision Sensors | Aug 11, 2020 | BIG-bench Machine LearningFace Identification | CodeCode Available | 1 |
