This dataset is a cleaned and topology-enriched version of the CICIDS2017 intrusion detection dataset.
Total Flows: 1,385,330
Features: 58 numerical features
Attack Classes: 14 raw → 8 unified threat families
Includes: IP topology reconstruction (source/destination IPs mapped from attack labels)
NaN/Inf/negative value removal
Zero-variance feature drop
Collinearity pruning… See the full description on the dataset page:
https://huggingface.co/datasets/transformer112/cicids2017-ids-dataset.
