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BinSight: Enhancing Executable Binary Classification Accuracy Through Kernel Density Estimation-Based Visualization

Published in IEEE • Jan 1, 2026
NobleIDNI8P58W52R99S35
Authors:
Jun-Seob Kim
,
Ki-Woong Park

Abstract

Executable file analysis is a pivotal technology in the fields of cybersecurity and software engineering, with applications including malware detection, code similarity analysis, and vulnerability response. However, automatic analysis and classification techniques that reflect static structural info...

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