The description of CICIDS2017 dataset is accessible at https://www.unb.ca/cic/datasets/ids-2017.html

There are three versions available:

1. Raw network captured data (PCAPs),
2. Generated Labelled Flows, and
3. Machine Learning CSV.

1. Artificial Neural Network (ANN)
2. Decision Tree
3. Auto Encoders
4. Random Forest

• Pre-processing code is also available.