| P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups | Feb 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Active Membership Inference Attack under Local Differential Privacy in Federated Learning | Feb 24, 2023 | Federated LearningInference Attack | CodeCode Available | 1 |
| Personalizing Federated Learning with Over-the-Air Computations | Feb 24, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Nearest Neighbor Machine Translation | Feb 23, 2023 | Federated LearningMachine Translation | —Unverified | 0 |
| A Survey of Secure Computation Using Trusted Execution Environments | Feb 23, 2023 | Privacy PreservingSurvey | —Unverified | 0 |
| Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning | Feb 22, 2023 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| Advancements in Federated Learning: Models, Methods, and Privacy | Feb 22, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedST: Secure Federated Shapelet Transformation for Time Series Classification | Feb 21, 2023 | ClassificationFederated Learning | —Unverified | 0 |
| Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI | Feb 20, 2023 | Medical Image AnalysisPrivacy Preserving | CodeCode Available | 0 |
| Federated Gradient Matching Pursuit | Feb 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare | Feb 20, 2023 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| FederatedTrust: A Solution for Trustworthy Federated Learning | Feb 20, 2023 | Edge-computingFairness | —Unverified | 0 |
| Clustered Data Sharing for Non-IID Federated Learning over Wireless Networks | Feb 17, 2023 | ClusteringFederated Learning | —Unverified | 0 |
| Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility | Feb 17, 2023 | FairnessPrivacy Preserving | —Unverified | 0 |
| Privately Customizing Prefinetuning to Better Match User Data in Federated Learning | Feb 17, 2023 | Federated LearningLanguage Modeling | —Unverified | 0 |
| Towards Automated Homomorphic Encryption Parameter Selection with Fuzzy Logic and Linear Programming | Feb 17, 2023 | Privacy Preserving | —Unverified | 0 |
| Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective | Feb 17, 2023 | Distributed ComputingFairness | —Unverified | 0 |
| Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities | Feb 17, 2023 | Privacy Preserving | CodeCode Available | 1 |
| Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning | Feb 17, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| HE-MAN -- Homomorphically Encrypted MAchine learning with oNnx models | Feb 16, 2023 | Face RecognitionPrivacy Preserving | CodeCode Available | 1 |
| A Federated Learning Benchmark for Drug-Target Interaction | Feb 15, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks | Feb 14, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning via Indirect Server-Client Communications | Feb 14, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Tree-Based Inference with TFHE | Feb 13, 2023 | Privacy Preserving | CodeCode Available | 3 |
| Deep Neural Networks for Encrypted Inference with TFHE | Feb 13, 2023 | Privacy Preserving | CodeCode Available | 3 |