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20212026
most citedHomomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case

5 citations · 13 across the 13 of their papers we have counts for

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cs.CR2026

Quantum Key Distribution Secured Federated Learning for Channel Estimation and Radar Spectrum Sensing in 6G Networks

Ferhat Ozgur Catak, Murat Kuzlu, Jungwon Seo +1

This paper presents a federated learning framework secured by quantum key distribution (QKD) for wireless channel estimation and radar spectrum sensing in the next generation netwo…

cs.LG2026

Logit-Level Uncertainty Quantification in Vision-Language Models for Histopathology Image Analysis

Betul Yurdem, Ferhat Ozgur Catak, Murat Kuzlu +1

Vision-Language Models (VLMs) with their multimodal capabilities have demonstrated remarkable success in almost all domains, including education, transportation, healthcare, energy…