Benchmark Static API Call Datasets for Malware Family Classification

• Published in: arXiv.org
• Main Authors: Düzgün, Berkant, Çayır, Aykut, Demirkıran, Ferhat, Kahya, Ceyda Nur, Gençaydın, Buket, Dağ, Hasan
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 04.08.2022
• Subjects: Anti-virus software; Application programming interface; Benchmarks; Classification; Cybersecurity; Datasets; Deep learning; Feature extraction; Machine learning; Malware

Nowadays, malware and malware incidents are increasing daily, even with various antivirus systems and malware detection or classification methodologies. Machine learning techniques have been the main focus of the security experts to detect malware and determine their families. Many static, dynamic,...