| Sparsified Secure Aggregation for Privacy-Preserving Federated Learning | Dec 23, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| SoK: Privacy-preserving Deep Learning with Homomorphic Encryption | Dec 23, 2021 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence | Dec 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Synthetic Data and Simulators for Recommendation Systems: Current State and Future Directions | Dec 21, 2021 | Dataset GenerationPrivacy Preserving | —Unverified | 0 |
| Distributed Machine Learning and the Semblance of Trust | Dec 21, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Privacy-Preserving Nonlinear Cloud-based Model Predictive Control via Affine Masking | Dec 20, 2021 | Cloud ComputingModel Predictive Control | —Unverified | 0 |
| Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity | Dec 20, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy preserving n-party scalar product protocol | Dec 17, 2021 | Privacy Preserving | —Unverified | 0 |
| HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing | Dec 15, 2021 | Privacy Preserving | —Unverified | 0 |
| One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks | Dec 15, 2021 | AllPrivacy Preserving | CodeCode Available | 0 |
