A Comparative Study of Deep Learning-Based Vulnerability Detection System

Source code static analysis has been widely used to detect vulnerabilities in the development of software products. The vulnerability patterns purely based on human experts are laborious and error prone, which has motivated the use of machine learning for vulnerability detection. In order to relieve...

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Bibliographic Details
Main Authors: Zhen Li, Deqing Zou, Jing Tang, Zhihao Zhang, Mingqian Sun, Hai Jin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8769937/