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Enhancing Web Application Firewalls with BERT-GNN for SQL Injection Detection

Musoke, Lilliane Linnet et al.
arXiv (OAI Expanded) · Papers
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cryptography-and-security
Detecting sophisticated SQL Injection (SQLi) attacks remains among the most critical challenges in web applications security. This research study has resulted in an optimised hybrid BERT-GNN pipeline with improved detection accuracy and robustness while reducing false-positive and false-negative rat
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