Apparatus for detecting unknown malware using variable opcode sequence and method using the same

Disclosed herein are an apparatus for detecting unknown malware using a variable-length operation code (opcode) and a method using the apparatus. The method includes collecting opcode information from a detection target, generating a multi-pixel image having a variable length by performing feature e...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Moon, Dae-Sung, Kim, Jung-Tae, Kim, Jong-Hyun, Kim, Ik-Kyun, Lee, Sang-Min, Song, Ji-Hyeon
Format: Patent
Sprache:eng
Schlagworte:
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Beschreibung
Zusammenfassung:Disclosed herein are an apparatus for detecting unknown malware using a variable-length operation code (opcode) and a method using the apparatus. The method includes collecting opcode information from a detection target, generating a multi-pixel image having a variable length by performing feature engineering on the opcode information; and detecting unknown malware by inputting the multi-pixel image to a deep-learning model based on AI.