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Ugur Ünal

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2020 – today

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2024
[j4]
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Berkant Düzgün, Aykut Çayir, Ugur Ünal, Hasan Dag:
Network intrusion detection system by learning jointly from tabular and text-based features. Expert Syst. J. Knowl. Eng. 41(4) (2024)
2022
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Ugur Ünal:
Federated anomaly detection for log-based defense systems (Log tabanlı savunma sistemleri için federe olağandışılık tespiti). Kadir Has University, Turkey, 2022
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Ugur Ünal, Hasan Dag:
AnomalyAdapters: Parameter-Efficient Multi-Anomaly Task Detection. IEEE Access 10: 5635-5646 (2022)
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Ferhat Demirkiran, Aykut Çayir, Ugur Ünal, Hasan Dag:
An ensemble of pre-trained transformer models for imbalanced multiclass malware classification. Comput. Secur. 121: 102846 (2022)
2021
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Aykut Çayir, Ugur Ünal, Hasan Dag:
Random CapsNet forest model for imbalanced malware type classification task. Comput. Secur. 102: 102133 (2021)
[i2]
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Ferhat Demirkiran, Aykut Çayir, Ugur Ünal, Hasan Dag:
An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification. CoRR abs/2112.13236 (2021)

2010 – 2019

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2019
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Aykut Çayir, Ugur Ünal, Hasan Dag:
Random CapsNet Forest Model for Imbalanced Malware Type Classification Task. CoRR abs/1912.10836 (2019)

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