Intelligent detection and forensics method for malware based on memory opcode genes

Abstract To tackle the challenge posed by the extensive use of obfuscation, packing, encryption, and other means by current malware, which results in numerous variants and decreased identification accuracy alongside increased false negatives and false positives in current detection methods, this pap...

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Hlavní autoři:	Binglong Li, Shilong Yu, Yong Zhao, Yifeng Sun, Hongwei Zhou, Yuchen Zhang, Chaowen Chang, Qingxian Wang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Springer 2026-02-01
Edice:	Journal of King Saud University: Computer and Information Sciences
Témata:	Malware detection Memory forensics Deep learning Memory opcode genes Graph convolutional network Transformer
On-line přístup:	https://doi.org/10.1007/s44443-026-00521-z
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