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# Dataset Card for NF-UNSW-NB15-v2
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## Dataset Description
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The NetFlow-based format of the UNSW-NB15 dataset, named NF-UNSW-NB15, has been expanded with additional NetFlow features and labelled with its respective attack categories. The total number of data flows is 2,390,275 out of which 95,053 (3.98%) are attack samples and 2,295,222 (96.02%) are benign. The attack samples are further classified into nine subcategories, the table below represents the NF-UNSW-NB15-v2 dataset's distribution of all flows.
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# Dataset Card for NF-UNSW-NB15-v2
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**Note**: Dataset is split following a 95 to 5% ratio by stratifying the attack type label.
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## Dataset Description
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The NetFlow-based format of the UNSW-NB15 dataset, named NF-UNSW-NB15, has been expanded with additional NetFlow features and labelled with its respective attack categories. The total number of data flows is 2,390,275 out of which 95,053 (3.98%) are attack samples and 2,295,222 (96.02%) are benign. The attack samples are further classified into nine subcategories, the table below represents the NF-UNSW-NB15-v2 dataset's distribution of all flows.
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