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Table 5 Comparing false-positive of Deep vs SVM on NSL-KDD Benchmark

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

Methodology

False-positive FP

False negative FN

Accuracy

Deep learning (LSTM)

0.01

0.03

0.9676

SVM

0.1

0.03

0.87