| Identifying Backdoor Attacks in Federated Learning via Anomaly Detection | Feb 9, 2022 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| FedQAS: Privacy-aware machine reading comprehension with federated learning | Feb 9, 2022 | Conversational Question AnsweringFederated Learning | CodeCode Available | 0 |
| PrivFair: a Library for Privacy-Preserving Fairness Auditing | Feb 8, 2022 | FairnessPrivacy Preserving | CodeCode Available | 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 |
| More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks | Feb 7, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Locally Differentially Private Distributed Deep Learning via Knowledge Distillation | Feb 7, 2022 | Deep LearningKnowledge Distillation | CodeCode Available | 0 |
| Lossy Compression of Noisy Data for Private and Data-Efficient Learning | Feb 7, 2022 | Gender ClassificationPrivacy Preserving | —Unverified | 0 |
| CECILIA: Comprehensive Secure Machine Learning Framework | Feb 7, 2022 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| ABG: A Multi-Party Mixed Protocol Framework for Privacy-Preserving Cooperative Learning | Feb 7, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Energy-Aware Edge Association for Cluster-based Personalized Federated Learning | Feb 6, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
