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Elif Kanca
Observed names:
Elif KANCA,
Elif Kanca Gulsoy
Institution:
Karadeniz Technical University
Observed institution:
Karadeniz Technical University
ORCID:
0000-0003-4273-9295
Observed ORCID:
0000-0003-4273-9295
OpenAlex ID:
A5006333241
Works
16
Awards
1
Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging
2024
·
Elif Kanca
, Selen Ayas
, et al.
·
Medical & Biological Engineering & Computing
·
15
Learning Hand-Crafted Features for K-NN based Skin Disease Classification
2022
·
Elif Kanca
, Selen Ayas
·
International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA)
·
15
Enhancing the adversarial robustness in medical image classification: exploring adversarial machine learning with vision transformers-based models
2024
·
Elif Kanca Gulsoy
, Selen Ayas
, et al.
·
Neural Computing and Applications
·
11
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification
2023
·
Elif Kanca
, Selen Ayas
, et al.
·
Signal Processing and Communications Applications Conference (SIU)
·
7
Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images
2023
·
Elif Kanca
, Selen Ayas
, et al.
·
Signal Processing and Communications Applications Conference (SIU)
·
3
Remote Sensing Scene Image Classification with Swin Transformer-Based Transfer Learning
2025
·
Elif Kanca Gulsoy
, Tolgahan Gulsoy
, et al.
·
International Symposium on Innovative Approaches in Smart Technologies (ISAS)
·
2
Correction to: Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging
2024
·
Elif Kanca
, Selen Ayas
, et al.
·
Medical & Biological Engineering & Computing
·
2
PDF
Generating Robust Adversarial Images in Medical Image Classification using GANs
2024
·
Elif Kanca
, Tolgahan Gulsoy
, et al.
·
Innovations in Intelligent Systems and Applications Conference (ASYU)
·
2
Detecting audio splicing forgery: A noise-robust approach with Swin Transformer and cochleagram
2025
·
Tolgahan Gulsoy
, Elif Kanca Gulsoy
, et al.
·
Journal of Information Security and Applications
·
1
Advancing Colorectal Polyp Detection and Segmentation Through YOLOv11 Architecture
2025
·
Tolgahan Gulsoy
, Elif Kanca Gulsoy
, et al.
·
International Symposium on Innovative Approaches in Smart Technologies (ISAS)
·
1
Deep Learning-Based Audio Splicing Forgery Detection Using PVTv2 Transformer
2024
·
Elif Kanca
, Tolgahan Gulsoy
, et al.
·
Innovations in Intelligent Systems and Applications Conference (ASYU)
·
1
Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification
2024
·
Elif Kanca
, Tolgahan Gulsoy
, et al.
·
International Conference on Telecommunications and Signal Processing (TSP)
·
1
Dengesiz Veri Kümelerinde Topluluk Yöntemlerine Dayalı Melanom Sınıflandırılması
2022
·
Elif KANCA
, Selen AYAS
·
Karadeniz Fen Bilimleri Dergisi
·
1
PDF
An Ensemble of Fully Convolutional Neural Networks for Automatic Skin Lesion Segmentation
2022
·
Elif Kanca
, Selen Ayas
·
Medical Technologies Congress (TIPTEKNO)
·
1
Aerial Scene Classification Using Hierarchical and Multi-Stage Swin Transformer Features
2026
·
Elif Kanca Gulsoy
, Selen Ayas
, et al.
·
Remote Sensing
SwinSR-Defense: Swin transformer with super-resolution capability for adversarial robustness
2026
·
Elif Kanca Gulsoy
, Tolgahan Gulsoy
, et al.
·
Applied Soft Computing
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Works count:
16
Citation count:
63
H-index:
4
I10-index:
3
Year
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