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Table 8 Performance Comparison of the Proposed Model with Extant State-of-the-Art Approaches

From: Conceptualisation of Cyberattack prediction with deep learning

Approach

Accuracy

False Positive Rate

Proposed Model

99.99%

0.00001

Rezvy et al. (2019)

99.9%

0.1

Vinayakumar et al. (2019)

93.5%

6.45

Kasongo and Sun (2019)

99.54%

0.43

Zhang et al. (2019)

99.45%

0.54