Towards lightweight model using non-local-based graph convolution neural network for SQL injection detection

Towards lightweight model using non-local-based graph convolution neural network for SQL injection detection

SQL injection poses serious threats to web applications and databases by enabling unauthorized access and data leakage. To address this issue, we propose a unique graph network, an innovative topology not explored previously for SQL injection detection. SQL statements are nodes, and their connection...

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Bibliographic Details
Main Authors: Duc-Chinh Nguyen, Manh-Hung Ha, Manh-Tuan Do, Oscal Tzyh-Chiang Chen
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Egyptian Informatics Journal
Subjects:
SQL injection
Graph convolution neural network
Non-local network
Lightweight model
Detection
LSTM
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866525000775
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