A machine learning based approach to identify SQL injection vulnerabilities

This paper presents a machine learning classifier designed to identify SQL injection vulnerabilities in PHP code. Both classical and deep learning based machine learning algorithms were used to train and evaluate classifier models using input validation and sanitization features extracted from sourc...

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Bibliographic Details
Main Author: Zhang, Kevin
Format: Conference Proceeding
Language:English
Subjects:
Computing methodologies
Computing methodologies > Machine learning
Computing methodologies > Machine learning > Learning paradigms
Computing methodologies > Machine learning > Learning paradigms > Supervised learning
Deep learning
Information systems
Machine learning algorithms
Multilayer perceptrons
prediction model
SQL injection
Training
vulnerability
Online Access:Request full text
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