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Table 5 Performance Metrics of the Model for CICIDS2017 Dataset using lr = 0.1

From: Conceptualisation of Cyberattack prediction with deep learning

MetricsBenignDDoSDoSWeb attackBruteforceHeartbleedBotnetInfiltration
ACC99.9899.8299.9399.9899.93100.099.9599.93
PR99.9999.9999.9499.9899.95100.099.9999.94
RR99.9999.9799.99100.099.99100.099.9699.93
F199.9999.9899.9799.9999.97100.099.9799.96
E0.0000640.0000640.0005980.0002340.0005340.00.0001490.000064