A Systematic Literature Review of Multimodal Analysis Techniques for Malware Detection

• Main Authors: Ibrahim Z.-A., Ismail S.A., Rahim F.A.
• 其他作者: 57203863738
• 格式: Conference paper
• 出版: Institute of Electrical and Electronics Engineers Inc. 2025
• 主題: Analysis techniques; Cyber security; Cyber threats; Detection methods; Malware detection; Multi-modal; Multi-modal analyze; Multi-modal approach; Multimodal analysis; Systematic literature review; Cyber attacks

As cyber threats continue to evolve in complexity, traditional malware detection methods often fall short in identifying sophisticated attacks. Multimodal analysis, which integrates various data sources and analytical methods, has emerged as a promising approach to enhance malware detection capabili...