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• Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning
  2026
• Training Together, Diagnosing Better: Federated Learning for Collagen VI-Related Dystrophies
  2025
• Federated Cyber Defense: Privacy-Preserving Ransomware Detection Across Distributed Systems
  2025
• Federated Learning for Pediatric Pneumonia Detection: Enabling Collaborative Diagnosis Without Sharing Patient Data
  2025
• The Sherpa.ai Blind Vertical Federated Learning Paradigm to Minimize the Number of Communications
  2025