Research on Software Vulnerability Detection Method Based on Improved CNN Model

• Published in: Scientific programming Vol. 2022; pp. 1 - 8
• Main Author: Qiang, Gao
• Format: Journal Article
• Language: English
• Published: New York Hindawi 12.07.2022; John Wiley & Sons, Inc
• Subjects: Algorithms; Artificial neural networks; Deep learning; Libraries; Neural networks; Neurons; Open source software; Propagation; Public domain; Software; Software reliability

A software construction detection algorithm based on improved CNN model is proposed. Firstly, extract the vulnerability characteristics of the software, extract the characteristics from the static code by using the program slicing technology, establish the vulnerability library, standardize the vuln...