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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