2 papers
cs.CR2026
From See to Shield: ML-Assisted Fine-Grained Access Control for Visual Data
Mete Harun Akcay, Buse Gul Atli, Siddharth Prakash Rao +1
As the volume of stored data continues to grow, identifying and protecting sensitive information within large repositories becomes increasingly challenging, especially when shared…
eess.IV2025
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation
Bashir Alam, Masa Cirkovic, Mete Harun Akcay +6
Imbalanced datasets pose a considerable challenge in training deep learning (DL) models for medical diagnostics, particularly for segmentation tasks. Imbalance may be associated wi…