Malware classification methodologies

• Main Author: Τσουβάλας, Βασίλειος
• Other Authors: Tsouvalas, Vasileios
• Language: English
• Published: 2020
• Subjects: 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...