Neural Machine Translation for Recovering ASTs from Binaries

Recovering higher-level abstractions of source code from binaries is an important task underlying malware identification, program verification, debugging, program comparison, vulnerability detection, and helping subject matter experts understand compiled code. Existing approaches to extracting highe...

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Bibliographic Details

Published in:	2023 IEEE 3rd International Conference on Software Engineering and Artificial Intelligence (SEAI) pp. 80 - 85
Main Authors:	KC, Dharma, Ferra, Tito, Morrison, Clayton T.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 16.06.2023
Subjects:	abstract syntax tree neural machine translation transformer
Online Access:	Get full text
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