| Furkan Çolhak, Mert İlhan Ecevit, Hasan Dağ |
Transfer Learning for Phishing Detection: Screenshot-Based Website Classification |
DOI 10.1109/UBMK63289.2024.10773490 |
2024 |
IEEE |
Published |
| Mert İlhan Ecevit, Zakire Çukur, Muhammed Ali İzgün, Noor UI Ain, Hasan Dag |
Resource-Efficient Ensemble Learning for Edge IIoT Network Security Against OSINT-Based Attacks |
DOI 10.1109/UBMK63289.2024.10773407 |
2024 |
IEEE |
Published |
| Furkan Çolhak, Mert İlhan Ecevit, Hasan Dağ, Reiner Creutzburg |
Comparing Deep Neural Networks and Machine Learning for Detecting Malicious Domain Name Registrations |
DOI 10.1109/COINS61597.2024.10622643 |
2024 |
IEEE |
Published |
| Bilal Emir Uçar, Mert İlhan Ecevit, Hasan Dağ, Reiner Creutzburg |
A Comprehensive Review of Open Source Intelligence in Intelligent Transportation Systems |
DOI 10.1109/IE61493.2024.10599907 |
2024 |
IEEE |
Published |
| Furkan Çolhak, Mert İlhan Ecevit, Bilal Emir Uçar, Reiner Creutzburg, Hasan Dağ |
Phishing Website Detection through Multi-Model Analysis of HTML Content |
DOI 10.48550/arXiv.2401.04820 |
2024 |
arXiv preprint arXiv:2401.04820 |
Published |
| Mert Ilhan Ecevit, Muhammad Hasban Pervez, Hasan Dag, Reiner Creutzburg |
The Open Source Intelligence (OSINT) in the Electricity Sector: Balancing Utility and Responsibility |
DOI 10.2352/EI.2024.36.3.MOBMU-318 |
2024 |
Electronic Imaging |
Published |
| Furkan Çolhak, Mert Ilhan Ecevit, Hasan Dağ, Reiner Creutzburg |
SecureReg: Combining NLP and MLP for Enhanced Detection of Malicious Domain Name Registrations |
DOI 10.48550/arXiv.2401.03196 |
2024 |
arXiv preprint arXiv:2401.03196 |
Published |
| Furkan Çolhak, Bilal Emir Uçar, İpek Saygut, Berkant Düzgün, Ferhat Demirkıran, Hasan Dağ |
Garbage in, Garbage Out: A Case Study on Defective Product Prediction in Manufacturing |
DOI 10.1109/UBMK59864.2023.10286707 |
2023 |
IEEE |
Published |
| Muhammad Hasban Pervez, Mert Ilhan Ecevit, Najiba Zainab Naqvi, Reiner Creutzburg, Hasan Dag |
Towards Better Cyber Security Consciousness: The Ease and Danger of OSINT Tools in Exposing Critical Infrastructure Vulnerabilities |
DOI 10.1109/UBMK59864.2023.10286573 |
2023 |
IEEE |
Published |
| Pranesh Kumar Narasimhan, Chinmay Bhosale, Muhammad Hasban Pervez, Najiba Zainab Naqvi, Mert Ilhan Ecevit, Klaus Schwarz, Reiner Creutzburg |
Open-source Intelligence (OSINT) investigation in Facebook |
DOI 10.2352/EI.2023.35.3.MOBMU-357 |
2023 |
Electronic Imaging |
Published |
| Buket Gençaydin, Ceyda Nur Kahya, Ferhat Demirkiran, Berkant Düzgün, Aykut Çayir, Hasan Dağ |
Benchmark Static API Call Datasets for Malware Family Classification |
DOI 10.1109/UBMK55850.2022.9919580 |
2022 |
IEEE |
Published |
| Ferhat Demirkıran, Aykut Çayır, Uğur Ünal, Hasan Dağ |
Website category classification using fine-tuned BERT language model |
DOI 10.1109/UBMK50275.2020.9219384 |
2020 |
IEEE |
Published |
| Aykut Çayır, Uğur Ünal, Işıl Yenidoğan, Hasan Dağ |
Use case study: Data science application for microsoft malware prediction competition on Kaggle |
|
2019 |
Proceedings Book |
Published |
| Aykut Çayır, Işıl Yenidoğan, Hasan Dağ |
Feature extraction based on deep learning for some traditional machine learning methods |
DOI 10.1109/UBMK.2018.8566383 |
2018 |
IEEE |
Published |
| Işıl Yenidoğan, Aykut Çayır, Ozan Kozan, Tuğçe Dağ, Çiğdem Arslan |
Bitcoin forecasting using ARIMA and PROPHET |
DOI 10.1109/UBMK.2018.8566476 |
2018 |
IEEE |
Published |
