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Return Instruction Classification in Binary Code Using Machine Learning

Published in International Journal of Software Engineering and Knowledge Engineering • Sep 1, 2022
NobleIDNI8P85W60R36S90
Authors:
Jing Qiu
,
Xiaoxu Geng
,
Dong Feng

Abstract

Binary code analysis is vital in source code unavailable cases, such as malware analysis and software vulnerability mining. Its first step could be function identification. Most function identification methods are based on function prologs/epilogs. However, functions may not have standard prologs/ep...

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