Network Flow Analysis with Deep Learning Methods

Publications

. 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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. 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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