Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware

Malware authors apply different techniques of control flow obfuscation, in order to create new malware variants to avoid detection. Existing Siamese neural network (SNN)-based malware detection methods fail to correctly classify different malware families when such obfuscated malware samples are pre...

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Veröffentlicht in:	arXiv.org 2023-06
Hauptverfasser:	Zhu, Jinting, Jang-Jaccard, Julian, Singh, Amardeep, Watters, Paul A, Camtepe, Seyit
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Computer Science - Artificial Intelligence Computer Science - Cryptography and Security Feature extraction Learning Malware Neural networks Training
Online-Zugang:	Volltext
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