| Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities | Jan 20, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Aware Human Mobility Prediction via Adversarial Networks | Jan 19, 2022 | PredictionPrivacy Preserving | —Unverified | 0 |
| SCOTCH: An Efficient Secure Computation Framework for Secure Aggregation | Jan 19, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization | Jan 19, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis | Jan 18, 2022 | Domain AdaptationInference Attack | —Unverified | 0 |
| Differentially Private Reinforcement Learning with Linear Function Approximation | Jan 18, 2022 | Privacy Preservingreinforcement-learning | —Unverified | 0 |
| Fairness in Federated Learning for Spatial-Temporal Applications | Jan 17, 2022 | FairnessFederated Learning | —Unverified | 0 |
| FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks | Jan 16, 2022 | BenchmarkingFederated Learning | —Unverified | 0 |
| Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning | Jan 14, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Towards a Data Privacy-Predictive Performance Trade-off | Jan 13, 2022 | De-identificationPrivacy Preserving | —Unverified | 0 |
