Malware classification methodologies

• Κύριος συγγραφέας: Τσουβάλας, Βασίλειος
• Άλλοι συγγραφείς: Tsouvalas, Vasileios
• Γλώσσα: English
• Έκδοση: 2020
• Θέματα: Malware detection; Machine learning; SVM; Graphs; Graph kernel; Κακόβουλο λογισμικό; Μηχανική μάθηση; Γράφοι; Kernel γράφων

Malware detection refers to the classification of a software as malicious or benign. Many attempts, employing diverse techniques, have been tried to tackle this issue. In the present thesis, we present a graph-based solution to the malware detection problem, which implements resources extraction...