O. Srinivasa Rao

PrivFL-SMPC: Privacy-aware federated learning using secure multi-party computation for collaborative diabetes diagnosis in the cloud

Collaborative analytics across multiple healthcare institutions has become increasingly important for developing accurate predictive models while preserving patient privacy. Conventional centralized machine learning approaches require data sharing, creating significant privacy, security, and regulatory challenges. To a...