Publications

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. Human-in-the-loop enhanced COVID-19 detection in Transfer Learning based CNN Models. Computational Intelligence for COVID-19 and Future Pandemics - Emerging Applications and Strategies, 2021.

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. Malicious URL Detection Using Machine Learning. Artificial Intelligence Paradigms for Smart Cyber-Physical Systems, 2020.

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. Preventing Data Poisoning Attacks By Using Generative Models. 2019 1st International Informatics and Software Engineering Conference (UBMYK), 2019.

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. Classification of Methamorphic Malware with Deep Learning (LSTM). 27th IEEE Signal Processing and Applications Conference, 2019.

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. Detection of Attack-Targeted Scans from The Apache HTTP Server Access Logs. Applied Computing and Informatics, 2017.

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. A MapReduce-based distributed SVM algorithm for binary classification. Turkish Journal of Electrical Engineering and Computer Science, 2016.

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. CloudSVM: Training an SVM Classifier in Cloud Computing Systems. Springer - Lecture Notes in Computer Science, 2013.

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