Tensor‐based gated graph neural network for automatic vulnerability detection in source code
Jia Yang,
Ou Ruan,
JiXin Zhang
Abstract:The rapid expansion of smart devices leads to the increasing demand for vulnerability detection in the cyber security field. Writing secure source codes is crucial to protect applications and software. Recent vulnerability detection methods are mainly using machine learning and deep learning. However, there are still some challenges, how to learn accurate source code semantic embedding at the function level, how to effectively perform vulnerability detection using the learned semantic embedding of source code … Show more
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