Transformer-based malware detection using process resource utilization metrics

Transformer-based malware detection using process resource utilization metrics

Malware detection has long relied on signature-based methods limited in detecting zero-day malware attacks. Although efficient, these approaches are vulnerable to obfuscation and evasion techniques. To this end, dynamic approaches utilizing process resource-utilization metrics have emerged as promis...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Dimosthenis Natsos, Andreas L. Symeonidis
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: Elsevier 2025-03-01
Σειρά:Results in Engineering
Θέματα:
Dynamic malware signatures
Malware cascading effect
Malware detection
Multivariate series classification
Performance metrics
Resource utilization metrics
Διαθέσιμο Online:http://www.sciencedirect.com/science/article/pii/S2590123025003366

Διαδίκτυο

http://www.sciencedirect.com/science/article/pii/S2590123025003366

Παρόμοια τεκμήρια