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Table 3 Statistics about KDD testing set [33]

From: Anomaly detection optimization using big data and deep learning to reduce false-positive

 

Number of samples

Number of distinct samples

Possible reduction percentage

Attacks

250,436

29,378

88.26%

Normal

60,591

47,911

20.92%

Total

311,027

77,289

75.15%