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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