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---
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](https://www.unb.ca/cic/datasets/ids-2017.html) 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](https://www.unb.ca/cic/datasets/ids-2017.html)
## 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](https://www.unb.ca/cic/datasets/ids-2017.html).
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}
}
```
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