| No Free Lunch in "Privacy for Free: How does Dataset Condensation Help Privacy" | Sep 29, 2022 | Dataset CondensationPrivacy Preserving | —Unverified | 0 |
| A Secure Federated Learning Framework for Residential Short Term Load Forecasting | Sep 29, 2022 | Demand ForecastingFederated Learning | —Unverified | 0 |
| Federated Stain Normalization for Computational Pathology | Sep 29, 2022 | DiversityFederated Learning | CodeCode Available | 0 |
| Momentum Gradient Descent Federated Learning with Local Differential Privacy | Sep 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Securing Federated Learning against Overwhelming Collusive Attackers | Sep 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Snapshot of the Frontiers of Client Selection in Federated Learning | Sep 27, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Synthetic Data Generation for Recommendation Systems | Sep 27, 2022 | Privacy PreservingRecommendation Systems | CodeCode Available | 1 |
| Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations | Sep 27, 2022 | counterfactualDiversity | CodeCode Available | 0 |
| DP-TrajGAN_ A privacy-aware trajectory generation model with differential privacy | Sep 26, 2022 | Generative Adversarial NetworkPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Online Content Moderation: A Federated Learning Use Case | Sep 23, 2022 | CPUFederated Learning | —Unverified | 0 |
| Differentially private partitioned variational inference | Sep 23, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Vector-valued Privacy-Preserving Average Consensus | Sep 22, 2022 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras | Sep 22, 2022 | Human DetectionManagement | —Unverified | 0 |
| PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference | Sep 20, 2022 | Neural Architecture SearchPrivacy Preserving | —Unverified | 0 |
| Audit and Improve Robustness of Private Neural Networks on Encrypted Data | Sep 20, 2022 | Adversarial RobustnessPrivacy Preserving | —Unverified | 0 |
| Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data | Sep 18, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Model using Subspace Perturbation | Sep 16, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Coordinate Descent for Privacy-Preserving Multiparty Linear Regression | Sep 16, 2022 | Privacy Preservingregression | —Unverified | 0 |
| Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning using Independent Component Analysis | Sep 12, 2022 | blind source separationFederated Learning | —Unverified | 0 |
| Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning | Sep 12, 2022 | Federated Learningimage-classification | CodeCode Available | 1 |
| Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation | Sep 10, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| Differentially Private Stochastic Gradient Descent with Low-Noise | Sep 9, 2022 | Privacy Preserving | —Unverified | 0 |
| Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis | Sep 9, 2022 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 |
| FADE: Enabling Federated Adversarial Training on Heterogeneous Resource-Constrained Edge Devices | Sep 8, 2022 | Adversarial RobustnessFederated Learning | —Unverified | 0 |
| A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning | Sep 8, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
