Avg F1: 0.94Recall: 99.7Precision: 88.7
Papers with Code · CC BY-SA 4.0
Network Intrusion Detection
Network intrusion detection is the task of monitoring network traffic to and from all devices on a network in order to detect computer attacks.
논문
Accuracy: 99.6Precision: 99.5Recall: 99.75
Avg F1: 0.9875Recall: 98.34Precision: 99.26
Average Class Accuracy: 98.85%
AUC: 0.969Average Precision: 0.883
Avg F1: 0.908Recall: 86.2Precision: 95.9
Accuracy: 93
F1 Score: 0.893
Synthesis of a Machine Learning Model for Detecting Computer Attacks Based on the CICIDS2017 Dataset
Avg F1: 0.971Recall: 96.1Precision: 98.2