Published December 9, 2021 | Version v1
Dataset Open

DDoS Attacks Data Set - Consolidated from CICDDOS2019 and CICIDS2017

Authors/Creators

  • 1. Universiti Tunku Abdul Rahman

Description

This dataset is a transformation of the CICDDOS2019 collection of datasets by Iman Sharafaldin et al. (2019). All datasets have been combined and have had their labels standardised. Infinity values have been removed. A supplement of Benign tuples has been introduced from CICIDS2017, another collection of datasets by Iman Sharafaldin et al. (2018), to increase the proportion of Benign tuples within the dataset.

Our paper: source1, source 2 (preprint).

Files

ready_dataset.zip

Files (429.0 MB)

Name Size
md5:8f1063e4fe6f805bff61b43e21fdd4ee
429.0 MB Preview Download

Additional details

References

  • Sharafaldin, I., Lashkari, A.H., Hakak, S. and Ghorbani, A.A., 2019, October. Developing realistic distributed denial of service (DDoS) attack dataset and taxonomy. In 2019 International Carnahan Conference on Security Technology (ICCST) (pp. 1-8). IEEE.
  • Sharafaldin, I., Lashkari, A.H. and Ghorbani, A.A., 2018. Toward generating a new intrusion detection dataset and intrusion traffic characterization. ICISSp, 1, pp.108-116.