The authors release NetFlow datasets augmented with temporal features, conduct time-series analysis of feature distributions, and apply time-frequency analysis showing unique patterns for different network attacks.
A spectrogram image-based network anomaly detection system using deep convolutional neural network.IEEE Access, 9:87079–87093
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Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems
The authors release NetFlow datasets augmented with temporal features, conduct time-series analysis of feature distributions, and apply time-frequency analysis showing unique patterns for different network attacks.