metadata

dataset: cleaned-cicids2017
language: en
license: other
tags:
  - cybersecurity
  - intrusion-detection
  - cicids2017
pretty_name: Cleaned CICIDS2017 Dataset
source_datasets:
  - cicids2017

Cleaned CICIDS2017 Dataset

This dataset is a cleaned and preprocessed version of the CICIDS2017 dataset created by the Canadian Institute for Cybersecurity, University of New Brunswick.

Modifications

Removed duplicate records
Normalized feature names
Filtered specific attack types
Piviot the different attack data into single dataset

Source

Original dataset: CICIDS2017

License & Citation

This dataset is provided for research purposes. Please refer to the original dataset's license and terms of use as described by the CICIDS2017 authors.

If you use this dataset, please cite the original authors:

@misc{sharafaldin2018toward,
  title={Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization},
  author={Sharafaldin, Iman and Lashkari, Arash Habibi and Ghorbani, Ali A},
  year={2018},
  eprint={1804.03599},
  archivePrefix={arXiv},
  primaryClass={cs.CR}
}