• Classification of Methamorphic Malware with Deep Learning (LSTM) 

      Catak, Ferhat Özgur; Yazi, Ahmet Faruk; Gul, Ensar (IEEE Conference Publication;, Chapter, 2019)
      Nowadays, anti-virus applications using traditional signature-based detection methods fail to detect metamorphic malware. For this reason, recent studies on the detection and classification of malicious software address ...
    • Deep learning based Sequential model for malware analysis using Windows exe API Calls 

      Catak, Ferhat Özgur; Yazi, Ahmet Faruk; Elezaj, Ogerta; Ahmed, Javed (Peer reviewed; Journal article, 2020)
      Malware development has seen diversity in terms of architecture and features. This advancement in the competencies of malware poses a severe threat and opens new research dimensions in malware detection. This study is ...