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Author

Wahyu Kadri Rahmat Suat Suat

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Open access Jul 2026

A Comparative Study of LSTM and CNN Models in SQL Injection Attack Detection

This research focuses on evaluating and comparing the performance of two deep learning architectures, namely Long Short-Term Memory (LSTM) and Convolutional Neural Network (CNN), for detecting SQL Injection (SQLi) attacks on text-based query data. SQL Injection remains one of the most critical cybersecurity threats due...

Abdul Rachman Manga, Wahyu Kadri Rahmat Suat Suat, Huzain Azis · 0 citations

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