Prediction of Common Weakness Probability in C/C++ Source Code Using Recurrent Neural Networks

The article considers source code written in C/C++ programming language. The problem is the automatic detection of potential vulnerabilities from the common weakness enumeration. The assumption is that the presence of a vulnerability is determined by the local context. Machine learning approaches ba...

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Bibliographic Details
Main Authors: Petr Vytovtov, Kirill Chuvilin
Format: Article
Language:English
Published: FRUCT 2017-11-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/abstract21/files/Vyt.pdf