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--- |
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dataset: "cleaned-cicids2017" |
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language: "en" |
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license: "other" |
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tags: |
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- cybersecurity |
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- intrusion-detection |
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- cicids2017 |
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pretty_name: "Cleaned CICIDS2017 Dataset" |
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source_datasets: |
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- "cicids2017" |
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--- |
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# Cleaned CICIDS2017 Dataset |
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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. |
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## Modifications |
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- Removed duplicate records |
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- Normalized feature names |
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- Filtered specific attack types |
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- Piviot the different attack data into single dataset |
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## Source |
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Original dataset: [CICIDS2017](https://www.unb.ca/cic/datasets/ids-2017.html) |
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## License & Citation |
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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). |
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If you use this dataset, please cite the original authors: |
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``` |
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@misc{sharafaldin2018toward, |
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title={Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization}, |
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author={Sharafaldin, Iman and Lashkari, Arash Habibi and Ghorbani, Ali A}, |
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year={2018}, |
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eprint={1804.03599}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CR} |
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} |
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``` |
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