MALVADA: A framework for generating datasets of malware execution traces

MALVADA: A framework for generating datasets of malware execution traces

Malware attacks have been growing steadily in recent years, making more sophisticated detection methods necessary. These approaches typically rely on analyzing the behavior of malicious applications, for example by examining execution traces that capture their runtime behavior. However, many existin...

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Bibliographic Details
Main Authors: Razvan Raducu, Alain Villagrasa-Labrador, Ricardo J. Rodríguez, Pedro Álvarez
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:SoftwareX
Subjects:
Dataset generation
Malware behavior
Execution traces
Malware classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711025000494
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