Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification. - Elif Kanca; Tolgahan Gulsoy; Selen Avas; Elif Baykal Kablan (TSP, 2024)

FocalNeXt: A ConvNeXt augmented FocalNet architecture for lung cancer classification from CT-scan images. - Tolgahan Gulsoy; Elif Baykal Kablan (Expert Syst. Appl., 2025)

Detecting audio splicing forgery: A noise-robust approach with Swin Transformer and cochleagram. - Tolgahan Gulsoy; Elif Kanca Gulsoy; Arda Ustubioglu; Beste Ustubioglu; Elif Baykal Kablan; Selen Ayas; Güzin Ulutas; Gul Tahaoglu; Mohamed Elhoseny (J. Inf. Secur. Appl., 2025)