| Privacy for Free: How does Dataset Condensation Help Privacy? | Jun 1, 2022 | Dataset CondensationPrivacy Preserving | —Unverified | 0 |
| THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption | Jun 1, 2022 | Privacy Preserving | —Unverified | 0 |
| Dataset Distillation using Neural Feature Regression | Jun 1, 2022 | Continual LearningDataset Distillation | CodeCode Available | 0 |
| Defense Against Gradient Leakage Attacks via Learning to Obscure Data | Jun 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation | May 31, 2022 | Active LearningDensity Estimation | —Unverified | 0 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Detecting Unknown DGAs without Context Information | May 30, 2022 | AttributeBinary Classification | —Unverified | 0 |
| MC-GEN:Multi-level Clustering for Private Synthetic Data Generation | May 28, 2022 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Efficient Federated Learning with Spike Neural Networks for Traffic Sign Recognition | May 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks | May 28, 2022 | Network EmbeddingPrivacy Preserving | —Unverified | 0 |
