| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| Enhancing Trade-offs in Privacy, Utility, and Computational Efficiency through MUltistage Sampling Technique (MUST) | Dec 20, 2023 | Computational EfficiencyPrivacy Preserving | CodeCode Available | 0 |
| Transparency and Privacy: The Role of Explainable AI and Federated Learning in Financial Fraud Detection | Dec 20, 2023 | Federated LearningFraud Detection | —Unverified | 0 |
| FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise | Dec 20, 2023 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding | Dec 19, 2023 | Graph EmbeddingInductive Bias | —Unverified | 0 |
| Sharing is CAIRing: Characterizing Principles and Assessing Properties of Universal Privacy Evaluation for Synthetic Tabular Data | Dec 19, 2023 | Privacy Preserving | —Unverified | 0 |
| FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants | Dec 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A review of federated learning in renewable energy applications: Potential, challenges, and future directions | Dec 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving transactive energy systems: Key topics and open research challenges | Dec 17, 2023 | energy managementenergy trading | —Unverified | 0 |
| FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion | Dec 17, 2023 | Entity AlignmentFederated Learning | —Unverified | 0 |
