publications | Sultan Zavrak

2023

NCA

Flow-based intrusion detection on software-defined networks: a multivariate time series anomaly detection approach

S. Zavrak and M. Iskefiyeli

Neural Computing and Applications, 2023

@article{zavrak2023flow,
  title = {Flow-based intrusion detection on software-defined networks: a multivariate time series anomaly detection approach},
  author = {Zavrak, S. and Iskefiyeli, M.},
  journal = {Neural Computing and Applications},
  year = {2023},
  publisher = {Springer},
  doi = {10.1007/s00521-023-08376-5},
}

ESWA

Email spam detection using hierarchical attention hybrid deep learning method

S. Zavrak and S. Yilmaz

Expert Systems with Applications, 2023

DOI arXiv Bib HTML

@article{zavrak2023email,
  title = {Email spam detection using hierarchical attention hybrid deep learning method},
  author = {Zavrak, S. and Yilmaz, S.},
  journal = {Expert Systems with Applications},
  volume = {233},
  pages = {120977},
  year = {2023},
  publisher = {Elsevier},
  doi = {10.1016/J.ESWA.2023.120977},
}

arXiv

Improving Cancer Hallmark Classification with BERT-based Deep Learning Approach

S. Zavrak and S. Yilmaz

2023

arXiv Bib HTML

@article{zavrak2023cancer,
  title = {Improving Cancer Hallmark Classification with BERT-based Deep Learning Approach},
  author = {Zavrak, S. and Yilmaz, S.},
  year = {2023},
  archiveprefix = {arXiv},
  primaryclass = {cs.CL},
}

arXiv

Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images

S. Zavrak

2023

arXiv Bib HTML

@article{zavrak2023covid,
  title = {Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images},
  author = {Zavrak, S.},
  year = {2023},
  archiveprefix = {arXiv},
  primaryclass = {eess.IV},
}

2022

ICECENG

Real-Time Monitoring and Scalable Messaging of SCADA Networks Data: A Case Study on Cyber-Physical Attack Detection in Water Distribution System

S. Balta, S. Zavrak, and S. Eken

In Electrical and Computer Engineering. ICECENG 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2022

DOI Bib HTML

@inproceedings{balta2022scada,
  title = {Real-Time Monitoring and Scalable Messaging of SCADA Networks Data: A Case Study on Cyber-Physical Attack Detection in Water Distribution System},
  author = {Balta, S. and Zavrak, S. and Eken, S.},
  booktitle = {Electrical and Computer Engineering. ICECENG 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering},
  volume = {436},
  year = {2022},
  publisher = {Springer, Cham},
  doi = {10.1007/978-3-031-01984-5_17},
}

arXiv

A Context-Sensitive Word Embedding Approach for The Detection of Troll Tweets

S. Yilmaz and S. Zavrak

2022

arXiv Bib HTML

@article{yilmaz2022troll,
  title = {A Context-Sensitive Word Embedding Approach for The Detection of Troll Tweets},
  author = {Yilmaz, S. and Zavrak, S.},
  year = {2022},
  archiveprefix = {arXiv},
  primaryclass = {cs.CL},
}

2021

CAEE

Development and implementation of an analysis tool for direct current electrical circuits

H. Pehlivan, C. Atalar, and S. Zavrak

Computer Applications in Engineering Education, 2021

DOI Bib HTML

@article{pehlivan2021ecdat,
  title = {Development and implementation of an analysis tool for direct current electrical circuits},
  author = {Pehlivan, H. and Atalar, C. and Zavrak, S.},
  journal = {Computer Applications in Engineering Education},
  volume = {29},
  number = {5},
  pages = {1071--1086},
  year = {2021},
  publisher = {Wiley},
  doi = {10.1002/cae.22361},
}

2020

IEEE Access

Anomaly-Based Intrusion Detection From Network Flow Features Using Variational Autoencoder

S. Zavrak and M. İskefiyeli

IEEE Access, 2020

DOI Bib HTML

@article{zavrak2020anomaly,
  title = {Anomaly-Based Intrusion Detection From Network Flow Features Using Variational Autoencoder},
  author = {Zavrak, S. and {\.I}skefiyeli, M.},
  journal = {IEEE Access},
  volume = {8},
  pages = {108346--108358},
  year = {2020},
  publisher = {IEEE},
  doi = {10.1109/ACCESS.2020.3001350},
}

2017

IJIT

An Augmented Reality Application for Computer Engineering Curriculum

M. Şimşek, S. Toklu, H. Özsaraç, and 4 more authors

International Journal of Informatics Technologies, 2017

Bib HTML

@article{simsek2017augmented,
  title = {An Augmented Reality Application for Computer Engineering Curriculum},
  author = {{\c{S}}im{\c{s}}ek, M. and Toklu, S. and {\"O}zsara{\c{c}}, H. and Zavrak, S. and Ba{\c{s}}er, E. and Takgil, B. and Kanbur, Z.},
  journal = {International Journal of Informatics Technologies},
  volume = {10},
  number = {1},
  pages = {47--52},
  year = {2017},
}

NCA

Leakage detection and localization on water transportation pipelines: a multi-label classification approach

F. Kayaalp, A. Zengin, R. Kara, and 1 more author

Neural Computing and Applications, 2017

DOI Bib HTML

@article{kayaalp2017leakage,
  title = {Leakage detection and localization on water transportation pipelines: a multi-label classification approach},
  author = {Kayaalp, F. and Zengin, A. and Kara, R. and Zavrak, S.},
  journal = {Neural Computing and Applications},
  volume = {28},
  pages = {2905--2914},
  year = {2017},
  publisher = {Springer},
  doi = {10.1007/s00521-017-2872-4},
}

GJCS

The implementation of two-factor web authentication system based on facial recognition

S. Zavrak, S. Yilmaz, H. Bodur, and 1 more author

Global Journal of Computer Sciences: Theory and Research, 2017

Bib HTML

@article{zavrak2017twofactor,
  title = {The implementation of two-factor web authentication system based on facial recognition},
  author = {Zavrak, S. and Yilmaz, S. and Bodur, H. and Toklu, S.},
  journal = {Global Journal of Computer Sciences: Theory and Research},
  volume = {7},
  number = {2},
  pages = {92--101},
  year = {2017},
}