| ZKP-FedEval: Verifiable and Privacy-Preserving Federated Evaluation using Zero-Knowledge Proofs | Jul 15, 2025 | Activity RecognitionFederated Learning | —Unverified | 0 |
| Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation | Jul 14, 2025 | Domain AdaptationFederated Learning | CodeCode Available | 0 |
| Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix | Jul 14, 2025 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Multi-Stage Fall Detection Framework with Semi-supervised Federated Learning and Robotic Vision Confirmation | Jul 14, 2025 | Federated LearningIndoor Localization | —Unverified | 0 |
| Geo-ORBIT: A Federated Digital Twin Framework for Scene-Adaptive Lane Geometry Detection | Jul 11, 2025 | Computational EfficiencyFederated Learning | CodeCode Available | 0 |
| Balancing the Past and Present: A Coordinated Replay Framework for Federated Class-Incremental Learning | Jul 10, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis | Jul 10, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| Quantum Federated Learning for Multimodal Data: A Modality-Agnostic Approach | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models | Jul 10, 2025 | Privacy PreservingSmall Language Model | —Unverified | 0 |
