Predicting Program Properties from "Big Code" 论文

2014引用 314
DOI
Software Engineering ResearchAdvanced Malware Detection TechniquesSoftware Testing and Debugging Techniques
企业软件Software Engineering ResearchSoftware Testing and Debugging TechniquesAdvanced Malware Detection Techniques
相关技术:Advanced Malware Detection Techniques
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摘要

We present a new approach for predicting program properties from massive codebases (aka "Big Code"). Our approach first learns a probabilistic model from existing data and then uses this model to predict properties of new, unseen programs.

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A

Andreas Krause

M

Martin Vechev

V

Veselin Raychev

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Advanced Malware Detection Techniques

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