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Table 1 Machine Learning Models’ Experimental Results for SQL Injection Attacks

From: Detecting web attacks with end-to-end deep learning

 

Precision

Recall

F-score

Naive bayes

0.941

0.800

0.865

Random forest

1.000

0.800

0.889

SVM

0.933

0.800

0.889

AGGREGATE_VOTE

1.000

0.800

0.889

AGGREGATE_ANY

0.941

0.800

0.865