Somnath Mazumdar

Towards a Privacy Preserving Data Flow Control via Packet Header Marking

2022

Internet infrastructure is becoming ubiquitous thanks to the advancement in computing and the network domain. Reliable network communication is essential to offer good quality services, but it is not trivial. There are privacy concerns. Metadata …

FL+2:Multi-Layered Privacy Protection for Federated Learning-Based Medical Diagnostic

2025 · CBS Research Portal (Copenhagen Business School)

To build trust between patients and health institutions, implementing a privacy-preserving mechanism to handle personal health information is crucial. Therefore, federated learning (FL) is gaining popularity in health data analysis, due to its ability to …