| Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation | Feb 10, 2022 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Backpropagation Clipping for Deep Learning with Differential Privacy | Feb 10, 2022 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| FedQAS: Privacy-aware machine reading comprehension with federated learning | Feb 9, 2022 | Conversational Question AnsweringFederated Learning | CodeCode Available | 0 |
| Identifying Backdoor Attacks in Federated Learning via Anomaly Detection | Feb 9, 2022 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees | Feb 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| APPFL: Open-Source Software Framework for Privacy-Preserving Federated Learning | Feb 8, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| PrivFair: a Library for Privacy-Preserving Fairness Auditing | Feb 8, 2022 | FairnessPrivacy Preserving | CodeCode Available | 0 |
| CECILIA: Comprehensive Secure Machine Learning Framework | Feb 7, 2022 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks | Feb 7, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Lossy Compression of Noisy Data for Private and Data-Efficient Learning | Feb 7, 2022 | Gender ClassificationPrivacy Preserving | —Unverified | 0 |
