This project forked from michaelheichler/deepsvdd_networkanomaly
DeepSVDD (One-Class Classification) for Network Anomaly Detection
License: MIT License
This is the GitHub Repository of the thesis "Analysis of the deep one-class classification procedure applied on network anomaly detection tasks"
The "Data Analysis" Jupyter Notebook provides some profound data analysis files with one data set. (UNSW-NB15)
The "UNSWNB15_Dataset-OneClass" Jupyter Notebook provides the deep one-class classification with the UNSW-NB15 dataset. On the other hand the "Kddcup99_Dataset-OneClass" notebook provides the same for the Kddcup99 dataset.
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