| 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 |
