Rahul Haripriya

Privacy-preserving techniques in visual computing: applications, challenges, and future directions

The proliferation of imaging technologies across healthcare, agriculture, environments, and consumer applications has heightened concerns regarding the privacy and security of visual data, which may contain biometric, medical, spatial, and location-specific information. Although federated learning (FL), differential pr...

Correction: Hierarchical federated edge learning with criticality-aware aggregation for privacy-preserving fetal health classification