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Yavuz Canbay Assoc. Prof. Kahramanmaraş Sütçü İmam Üniversitesi, Mühendislik ve Mimarlık Fakültesi, Bilgisayar Mühendisliği Bölümü
Publication 22 Review 52 CrossRef Cited 25 TR Dizin Cited 21
22 Publication
52 Review
25 CrossRef Cited
21 TR Dizin Cited
0000-0003-2316-7893

Research Fields

Deep Learning Data and Information Privacy Information Security and Cryptology Artificial Intelligence (Other)

Institution

Kahramanmaraş Sütçü İmam Üniversitesi, Mühendislik ve Mimarlık Fakültesi, Bilgisayar Mühendisliği Bölümü

Popular Publications

Nesnelerin İnternetinin Kişisel, Kurumsal ve Ulusal Bilgi Güvenliği Açısından İncelenmesi
Authors: Mehtap Ülker , Yavuz Canbay , Şeref Sağıroğlu
Published: 2017 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 3624

0

1

3624

DEEP LEARNING AND DATA PRIVACY IN DIAGNOSIS OF COVID-19
Authors: Yavuz Canbay , Abdullah İsmetoğlu , Pelin Canbay
Published: 2021 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.870263
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 2806

3

1

2806

Trends in Outbreak Detection in Early Stage by Using Machine Learning Approaches
Authors: Ali Şenol , Yavuz Canbay , Mahmut Kaya
Published: 2021 , Journal of Information Technologies
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1688

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1

1688

ML-Based Design of Gravity Retaining Walls
Authors: Kevser Küley , Alirıza İlker Akgönen , Yavuz Canbay
Published: 2026 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1940125
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 233

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1

233

Publications

Hybrid Deep Feature Extraction and mRMR-Based Optimization-Assisted Machine Learning Approaches in MRI-Based Brain Tumor Classification
Authors: Vahdet Cemil Altun , Yavuz Canbay
Published: 2026 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1938123
FAVORITE 0 TOTAL DOWNLOAD COUNT 83

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83

Fresco Printing Defect Detection on Cylindrical Yarn Bobbins with Deep Learning and a New Image Dataset
Authors: Yavuz Canbay , Anıl Utku , İlhan Demirel , Zeynep Polat
Published: 2026 , NATURENGS
DOI: 10.46572/naturengs.1918057
FAVORITE 0 TOTAL DOWNLOAD COUNT 133

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133

A NEW HYBRID CNN-LSTM BASED DEEP LEARNING MODEL FOR PREDICTING URBAN WATER CONSUMPTION AFTER A DISASTER
Authors: Anıl Utku , Yavuz Canbay , Berat Büyükbesnili , Ebubekir Samet Gözübenli
Published: 2026 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1915280
FAVORITE 0 TOTAL DOWNLOAD COUNT 222

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222

Detection of Olive Ripeness Levels Using Deep Learning and a New Dataset
Authors: Yavuz Canbay , Anıl Utku , Emine Koca , Resul Kılınç
Published: 2026 , ALKÜ Fen Bilimleri Dergisi
DOI: 10.46740/alku.1896555
FAVORITE 0 TOTAL DOWNLOAD COUNT 244

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244

ML-Based Design of Gravity Retaining Walls
Authors: Kevser Küley , Alirıza İlker Akgönen , Yavuz Canbay
Published: 2026 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1940125
FAVORITE 1 TOTAL DOWNLOAD COUNT 233

1

233

Synthetic MRI as an Alternative Training Resource for Brain Tumor Classification: A GAN-Based Study
Authors: Ali Sakmak , Yavuz Canbay
Published: 2026 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: 10.65520/erciyesfen.1934731
FAVORITE 0 TOTAL DOWNLOAD COUNT 315

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315

Abrage Defect Detection Using Transfer Learning Methods
Authors: Lutfi Emre Demir , Yavuz Canbay
Published: 2026 , NATURENGS
DOI: 10.46572/naturengs.1917941
FAVORITE 0 TOTAL DOWNLOAD COUNT 209

0

209

Agricultural Crop and Wild Plant Classification with YOLO: A New Dataset and Comparison of Detection Success of Different Strategies
Authors: Yunus Yaman , Yusuf Demir , Yavuz Canbay
Published: 2026 , Fırat Üniversitesi Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 491

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491

THREATS, VULNERABILITIES AND MEASURES IN ROBOT COMMUNICATION SECURITY: A REVIEW
Authors: Vahdet Cemil Altun , Barış Ata , Yavuz Canbay
Published: 2026 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1798745
FAVORITE 0 TOTAL DOWNLOAD COUNT 692

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692

Prediction of Student Academic Achievement Using Machine Learning Methods
Authors: Fatma Özdemir , Ayşe Taş , Yavuz Canbay , Anıl Utku
Published: 2026 , Bingol University Journal of Technical Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 754

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754

PREDICTION OF PRESSURE EFFICIENCY OF NONWOVEN FABRICS PRODUCED IN MELTBLOWN MACHINES USING MACHINE LEARNING METHODS AND PERFORMANCE ANALYSIS
Authors: Burak Hüseyin Güvenç , Muhammed Zahid Kaçmaz , Yavuz Canbay , Habibe Bağcı , Şebnem Kamalak , Hatice Gülşah Özkan
Published: 2025 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1747540
FAVORITE 0 TOTAL DOWNLOAD COUNT 451

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451

Deepfake Image Detection with Transfer Learning Models
Authors: Lutfi Emre Demir , Yavuz Canbay
Published: 2025 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1610300
FAVORITE 0 TOTAL DOWNLOAD COUNT 1566

0

1566

A Hybrid Deep Learning Model for Traffic Flow Prediction
Authors: Yavuz Canbay , Alper Talha Karadeniz
Published: 2024 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 516

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516

A Hybrid CNN-LSTM Model for Predicting Energy Consumption and Production Across Multiple Energy Sources
Authors: Mahmut Kaya , Anıl Utku , Yavuz Canbay
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1577431
FAVORITE 0 TOTAL DOWNLOAD COUNT 1284

0

1284

A Comparative Study for Privacy-Aware Recommendation Systems
Authors: Yavuz Canbay , Anıl Utku
Published: 2024 , Gazi University Journal of Science Part A: Engineering and Innovation
DOI: 10.54287/gujsa.1393692
FAVORITE 0 TOTAL DOWNLOAD COUNT 1188

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1188

A New Anonymization Model for Privacy Preserving Data Publishing: CANON
Authors: Yavuz Canbay , Şeref Sağıroğlu , Yılmaz Vural
Published: 2022 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1061910
FAVORITE 0 TOTAL DOWNLOAD COUNT 1171

0

1171

Trends in Outbreak Detection in Early Stage by Using Machine Learning Approaches
Authors: Ali Şenol , Yavuz Canbay , Mahmut Kaya
Published: 2021 , Journal of Information Technologies
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1688

1

1688

DEEP LEARNING AND DATA PRIVACY IN DIAGNOSIS OF COVID-19
Authors: Yavuz Canbay , Abdullah İsmetoğlu , Pelin Canbay
Published: 2021 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.870263
FAVORITE 1 TOTAL DOWNLOAD COUNT 2806

1

2806

Conceptual Model Suggestions for Privacy Preserving Big Data Publishing
Authors: Yavuz Canbay , Yılmaz Vural, Şeref Sağıroğlu
Published: 2020 , Journal of Polytechnic
DOI: 10.2339/politeknik.535184
FAVORITE 0 TOTAL DOWNLOAD COUNT 2690

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2690

Derin Öğrenmede Diferansiyel Mahremiyet
Authors: Yavuz Canbay , Şeref Sağıroğlu
Published: 2020 , Uluslararası Bilgi Güvenliği Mühendisliği Dergisi
DOI: 10.18640/ubgmd.750310
FAVORITE 0 TOTAL DOWNLOAD COUNT 2862

0

2862

OAN: aykırı kayıt yönelimli fayda temelli mahremiyet koruma modeli
Authors: Yavuz Canbay , Yılmaz Vural, Şeref Sağıroğlu
Published: 2019 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.467390
FAVORITE 0 TOTAL DOWNLOAD COUNT 1430

0

1430

Nesnelerin İnternetinin Kişisel, Kurumsal ve Ulusal Bilgi Güvenliği Açısından İncelenmesi
Authors: Mehtap Ülker , Yavuz Canbay , Şeref Sağıroğlu
Published: 2017 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 3624

1

3624

Articles published in
ALKÜ Fen Bilimleri Dergisi
ALKÜ Fen Bilimleri Dergisi
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Bingol University Journal of Technical Science
Bingol University Journal of Technical Science
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Information Technologies
Journal of Information Technologies
Journal of Polytechnic
Journal of Polytechnic
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
NATURENGS
NATURENGS
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Uluslararası Bilgi Güvenliği Mühendisliği Dergisi
Uluslararası Bilgi Güvenliği Mühendisliği Dergisi
Editorial Board Memberships
Uluslararası Bilgi Güvenliği Mühendisliği Dergisi
Uluslararası Bilgi Güvenliği Mühendisliği Dergisi

Reviews

Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bilgi Teknolojileri ve İletişim Dergisi
Bilgi Teknolojileri ve İletişim Dergisi
Computers and Informatics
Computers and Informatics
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
International Journal of Information Security Science
International Journal of Information Security Science
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Information Technologies
Journal of Information Technologies
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
NATURENGS
NATURENGS
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences

Publications

Deepfake Image Detection with Transfer Learning Models
Authors: Lutfi Emre Demir , Yavuz Canbay
Published: 2025 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1610300
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1566

2

0

1566

A Hybrid CNN-LSTM Model for Predicting Energy Consumption and Production Across Multiple Energy Sources
Authors: Mahmut Kaya , Anıl Utku , Yavuz Canbay
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1577431
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 1284

8

0

1284

A Comparative Study for Privacy-Aware Recommendation Systems
Authors: Yavuz Canbay , Anıl Utku
Published: 2024 , Gazi University Journal of Science Part A: Engineering and Innovation
DOI: 10.54287/gujsa.1393692
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1188

1

0

1188

A New Anonymization Model for Privacy Preserving Data Publishing: CANON
Authors: Yavuz Canbay , Şeref Sağıroğlu , Yılmaz Vural
Published: 2022 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1061910
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1171

2

0

1171

DEEP LEARNING AND DATA PRIVACY IN DIAGNOSIS OF COVID-19
Authors: Yavuz Canbay , Abdullah İsmetoğlu , Pelin Canbay
Published: 2021 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.870263
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 2806

3

1

2806

Conceptual Model Suggestions for Privacy Preserving Big Data Publishing
Authors: Yavuz Canbay , Yılmaz Vural, Şeref Sağıroğlu
Published: 2020 , Journal of Polytechnic
DOI: 10.2339/politeknik.535184
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2690

5

0

2690

Derin Öğrenmede Diferansiyel Mahremiyet
Authors: Yavuz Canbay , Şeref Sağıroğlu
Published: 2020 , Uluslararası Bilgi Güvenliği Mühendisliği Dergisi
DOI: 10.18640/ubgmd.750310
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2862

3

0

2862

OAN: aykırı kayıt yönelimli fayda temelli mahremiyet koruma modeli
Authors: Yavuz Canbay , Yılmaz Vural, Şeref Sağıroğlu
Published: 2019 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.467390
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1430

1

0

1430

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