Elif Kanca

According to our database, Elif Kanca authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhancing the adversarial robustness in medical image classification: exploring adversarial machine learning with vision transformers-based models.

Elif Kanca Gulsoy, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Neural Comput. Appl., April, 2025

Correction to: Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging.

Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Medical Biol. Eng. Comput., March, 2025

Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging.

Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Medical Biol. Eng. Comput., March, 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

2024

Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification.

Elif Kanca, Tolgahan Gulsoy, Selen Avas, Elif Baykal Kablan

Proceedings of the 47th International Conference on Telecommunications and Signal Processing, 2024

2023

Performance Comparison of Vision Transformer-Based Models in Medical Image Classification.

Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images.

Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023