The UNSW-NB15 dataset for network intrusion detection, provided with two evaluation protocols to enable fair comparison across the literature.
Why This Dataset Exists
Published results on UNSW-NB15 range from 85% to 99% accuracy — but the gap is almost entirely due to evaluation protocol differences, not model quality:
Evaluation Protocol
Typical Accuracy
Example Papers
