| Privacy-Preserving Machine Learning: Methods, Challenges and Directions | Aug 10, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning | Aug 8, 2021 | Deep LearningFederated Learning | —Unverified | 0 |
| Secure and Privacy-Preserving Federated Learning via Co-Utility | Aug 4, 2021 | Federated LearningManagement | —Unverified | 0 |
| Anonymisation Models for Text Data: State of the art, Challenges and Future Directions | Aug 1, 2021 | PositionPrivacy Preserving | CodeCode Available | 0 |
| Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness | Jul 30, 2021 | Distributed ComputingEdge-computing | —Unverified | 0 |
| Secure Bayesian Federated Analytics for Privacy-Preserving Trend Detection | Jul 28, 2021 | Decision MakingEdge-computing | —Unverified | 0 |
| Feature Fusion Methods for Indexing and Retrieval of Biometric Data: Application to Face Recognition with Privacy Protection | Jul 27, 2021 | Face RecognitionPrivacy Preserving | —Unverified | 0 |
| Fully Homomorphically Encrypted Deep Learning as a Service | Jul 26, 2021 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learning | Jul 26, 2021 | Privacy PreservingPrivacy Preserving Deep Learning | CodeCode Available | 0 |
| Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling | Jul 24, 2021 | Autonomous DrivingLearning Theory | —Unverified | 0 |
