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Embedding Java Classes with code2vec: Improvements from Variable Obfuscation

Published in Research Commons (University of Waikato) • Apr 6, 2020
NobleIDNI3P87W14R13S05
Authors:
Rhys Compton
,
Eibe Frank
,
Panos Patros

Abstract

Automatic source code analysis in key areas of software engineering, such as code security, can benefit from Machine Learning (ML). However, many standard ML approaches require a numeric representation of data and cannot be applied directly to source code. Thus, to enable ML, we need to embed source...

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