I²DS: Interpretable Intrusion Detection System Using Autoencoder and Additive Tree

Table 4

Dataset description, including attributes, total samples, normal samples (and their percentage on the total samples), and attack samples (and their percentage on the total samples).

Dataset	Attributes	Total	Normal (%)	Attack (%)
UNSW-NB15train	43	82,332	37,000 (44.9%)	45,332 (55.1%)
UNSW-NB15test	43	175,341	56,000 (31.9%)	119,341 (68.1%)