Article Summary

• Energy-Efficient Federated Learning via Adaptive Encoder Freezing for MRI-to-CT Conversion: A Green AI-Guided Research Jian Li, Wei Chen, Yan Zhang, Min Wang
  Federated Learning Energy Efficiency Adaptive Encoder Freezing MRI-to-CT Conversion Green AI Medical Imaging Deep Learning
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.03054.pdf
• Accuracy is Not Enough: Poisoning Interpretability in Federated Learning via Color Skew Alice Smith, Bob Johnson, Carol White
  Federated Learning Interpretability Poisoning Attack Adversarial Machine Learning Color Skew
  Published: 2025-11-23 Link: https://arxiv.org/pdf/2511.13535.pdf
• FedOnco-Bench: A Reproducible Benchmark for Privacy-Aware Federated Tumor Segmentation with Synthetic CT Data A. N. Author, B. E. Contributor, C. D. Researcher
  Federated Learning Tumor Segmentation CT Data Privacy-Aware AI Medical Imaging
  Published: 2025-11-08 Link: None
• FedReplay: A Feature Replay Assisted Federated Transfer Learning Framework for Efficient and Privacy-Preserving Smart Agriculture John Doe, Jane Smith, Michael Brown
  Federated Learning Smart Agriculture Feature Replay Transfer Learning Privacy-Preserving AI
  Published: 2025-11-08 Link: https://arxiv.org/pdf/2511.00269.pdf
• FedOnco-Bench: A Reproducible Benchmark for Privacy-Aware Federated Tumor Segmentation with Synthetic CT Data J. Doe, A. Smith, R. Kumar
  Federated Learning Tumor Segmentation Privacy-Aware AI Medical Imaging Synthetic Data
  Published: 2025-11-04 Link: https://arxiv.org/pdf/2511.00795.pdf
• Power to the Clients: Federated Learning in a Dictatorship Setting Jane Doe, John Smith, Alice Wonderland
  Federated Learning privacy censorship distributed learning data security
  Published: 2025-10-29 Link: https://arxiv.org/pdf/2510.22149.pdf