Research Article

Deep Learning in Cybersecurity: A Hybrid BERT–LSTM Network for SQL Injection Attack Detection

Table 2

Experimental environment.

PlatformsContent

PC systemWindows11

HardwareIntel® Core™ i7-8565U CPU
GTX 1070 GPU
16 GB RAM

Cuda versionCuda 11.4.1

SoftwarePython 3.6
Keras 2.06
TensorFlow 1.3.0
Matplotlib 3.3.4
Numpy 1.19.5
Scikit-learn 0.24.2