Selen Ayas

27 papers Journal 15Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Correction to: Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging.
Medical Biol. Eng. Comput.
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2025 J jnl
Detecting audio splicing forgery: A noise-robust approach with Swin Transformer and cochleagram.
J. Inf. Secur. Appl.
Tolgahan Gulsoy, Elif Kanca Gulsoy, Arda Ustubioglu, Beste Ustubioglu, Elif Baykal Kablan, Selen Ayas, Güzin Ulutas, Gul Tahaoglu, Mohamed Elhoseny
2025 J jnl
Detecting cyberattacks based on deep neural network approaches in industrial control systems.
J. Inf. Secur. Appl.
Selen Ayas, Mustafa Sinasi Ayas, Bora Çavdar, Ali Kivanç Sahin
2025 J jnl
Enhancing the adversarial robustness in medical image classification: exploring adversarial machine learning with vision transformers-based models.
Neural Comput. Appl.
Elif Kanca Gulsoy, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2025 J jnl
Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging.
Medical Biol. Eng. Comput.
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2025 J jnl
OptAML: Optimized adversarial machine learning on water treatment and distribution systems.
Int. J. Crit. Infrastructure Prot.
Mustafa Sinasi Ayas, Enis Kara, Selen Ayas, Ali Kivanç Sahin
2024 — conf
Analysis of CNN-LSTM Model Performance Under Targeted Adversarial Attacks in Water Treatment System.
TSP
Enis Kara, Mustafa Sinasi Ayas, Selen Ayas
2024 J jnl
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models.
Signal Image Video Process.
Elif Baykal Kablan, Selen Ayas
2024 J jnl
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis.
Eng. Appl. Artif. Intell.
Elif Baykal Kablan, Selen Ayas
2023 — conf
Anomaly Detection in Predicted Water Treatment Data Using Hybrid CNN-LSTM Network Model.
SIU
Büsra Özgenç, Selen Ayas, Ramazan Özgür Dogan, Bora Çavdar, Ali Kivanç Sahin, Mustafa Sinasi Ayas
2023 — conf
Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images.
SIU
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2023 J jnl
Multiclass skin lesion classification in dermoscopic images using swin transformer model.
Neural Comput. Appl.
Selen Ayas
2023 — conf
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification.
SIU
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2022 J jnl
A modified densenet approach with nearmiss for anomaly detection in industrial control systems.
Multim. Tools Appl.
Selen Ayas, Mustafa Sinasi Ayas
2022 J jnl
A novel bearing fault diagnosis method using deep residual learning network.
Multim. Tools Appl.
Selen Ayas, Mustafa Sinasi Ayas
2022 — conf
Projected Gradient Descent Adversarial Attack and Its Defense on a Fault Diagnosis System.
TSP
Mustafa Sinasi Ayas, Selen Ayas, Seddik M. Djouadi
2020 J jnl
Microscopic image super resolution using deep convolutional neural networks.
Multim. Tools Appl.
Selen Ayas, Murat Ekinci
2020 J jnl
Single image super resolution using dictionary learning and sparse coding with multi-scale and multi-directional Gabor feature representation.
Inf. Sci.
Selen Ayas, Murat Ekinci
2019 — —
Öğrenme tabanlı tek görüntü süper çözünürlüğü yaklaşımlarının geliştirilmesi ve uygulanması (Development and implementation of learning based single image super resolution approaches)
Selen Ayas
2018 — conf
A novel pan sharpening method via sparse representation over learned dictionary.
SIU
Selen Ayas, Esra Tunc Gormus, Murat Ekinci
2018 — conf
A novel sparse representation based super resolution approach using multi-scale and multi-directional feature descriptor.
SIU
Selen Ayas, Murat Ekinci
2018 J jnl
An Efficient Pan Sharpening via Texture Based Dictionary Learning and Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Selen Ayas, Esra Tunc Gormus, Murat Ekinci
2018 J jnl
Single image super resolution based on sparse representation using discrete wavelet transform.
Multim. Tools Appl.
Selen Ayas, Murat Ekinci
2017 — conf
Learning Based Single Image Super Resolution Using Discrete Wavelet Transform.
CAIP (2)
Selen Ayas, Murat Ekinci
2017 — conf
Pan-sharpening based on sparse representation.
SIU
Selen Ayas, Esra Tunc Gormus, Murat Ekinci
2015 — conf
Image forgery detection based on Colour SIFT.
SIU
Beste Ustubioglu, Selen Ayas, Hulya Dogan, Güzin Ulutas
2015 — conf
Microscopic image segmentation based on firefly algorithm for detection of tuberculosis bacteria.
SIU
Selen Ayas, Hulya Dogan, Eyüp Gedikli, Murat Ekinci