There Are Infinite Ways to Formulate Code: How to Mitigate the Resulting Problems for Better Software Vulnerability Detection

Given a set of software programs, each being labeled either as vulnerable or benign, deep learning technology can be used to automatically build a software vulnerability detector. A challenge in this context is that there are countless equivalent ways to implement a particular functionality in a pro...

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Библиографические подробности

Главные авторы:	Jinghua Groppe, Sven Groppe, Daniel Senf, Ralf Möller
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2024-04-01
Серии:	Information
Предметы:	software security software vulnerability deep learning 3-property encoding variable name dependence abstract syntax graph
Online-ссылка:	https://www.mdpi.com/2078-2489/15/4/216
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