| Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels | Nov 24, 2022 | Federated LearningMedical Diagnosis | CodeCode Available | 0 |
| Vertical Federated Learning: Concepts, Advances and Challenges | Nov 23, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Private Multi-Winner Voting for Machine Learning | Nov 23, 2022 | Multi-Label LearningPrivacy Preserving | —Unverified | 0 |
| Private Ad Modeling with DP-SGD | Nov 21, 2022 | Privacy Preserving | —Unverified | 0 |
| Federated deep transfer learning for EEG decoding using multiple BCI tasks | Nov 20, 2022 | DecoderEEG | —Unverified | 0 |
| Scalable Collaborative Learning via Representation Sharing | Nov 20, 2022 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Personalized Federated Learning with Hidden Information on Personalized Prior | Nov 19, 2022 | ClassificationFederated Learning | —Unverified | 0 |
| A privacy-preserving data storage and service framework based on deep learning and blockchain for construction workers' wearable IoT sensors | Nov 19, 2022 | Generative Adversarial NetworkPrivacy Preserving | —Unverified | 0 |
| IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning | Nov 18, 2022 | Data AugmentationMotion Detection | —Unverified | 0 |
| SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning based on MKTFHE | Nov 17, 2022 | Privacy Preservingregression | —Unverified | 0 |
| Resource Allocation of Federated Learning for the Metaverse with Mobile Augmented Reality | Nov 16, 2022 | CPUFederated Learning | —Unverified | 0 |
| Adaptive Federated Minimax Optimization with Lower Complexities | Nov 14, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing | Nov 14, 2022 | Edge-computingFederated Learning | —Unverified | 0 |
| Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning | Nov 14, 2022 | Feature CorrelationFederated Learning | —Unverified | 0 |
| Towards Privacy-Aware Causal Structure Learning in Federated Setting | Nov 13, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Learning Phase Mask for Privacy-Preserving Passive Depth Estimation | Nov 13, 2022 | Autonomous NavigationDepth Estimation | —Unverified | 0 |
| Quantum Split Neural Network Learning using Cross-Channel Pooling | Nov 12, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Modular Clinical Decision Support Networks (MoDN) -- Updatable, Interpretable, and Portable Predictions for Evolving Clinical Environments | Nov 12, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Credit Card Fraud Detection using Homomorphic Encryption | Nov 12, 2022 | Fraud DetectionPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Machine Learning for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings | Nov 10, 2022 | Privacy PreservingRepresentation Learning | —Unverified | 0 |
| Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search | Nov 9, 2022 | Federated LearningNeural Architecture Search | —Unverified | 0 |
| Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design | Nov 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy Meets Explainability: A Comprehensive Impact Benchmark | Nov 8, 2022 | Explainable Artificial Intelligence (XAI)Privacy Preserving | —Unverified | 0 |
| HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse | Nov 7, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Anomaly Detection in Stochastic Dynamical Systems: Synthesis of Optimal Gaussian Mechanisms | Nov 7, 2022 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 |