Binary code similarity analysis based on naming function and common vector space

Abstract Binary code similarity analysis is widely used in the field of vulnerability search where source code may not be available to detect whether two binary functions are similar or not. Based on deep learning and natural processing techniques, several approaches have been proposed to perform cr...

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Bibliographic Details
Main Authors: Bing Xia, Jianmin Pang, Xin Zhou, Zheng Shan, Junchao Wang, Feng Yue
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-42769-9