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NSL-KDD
- ieee-dataport.org
Updated Feb 2, 2022
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EmailClick to copy linkLink copiedCiteRUIZHE ZHAO (2022). NSL-KDD [Dataset]. https://ieee-dataport.org/documents/nsl-kdd-0Dataset updatedFeb 2, 2022AuthorsRUIZHE ZHAOLicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionThe train set and test set of NSL-KDD
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NSL-KDD dataset
- impactcybertrust.org
Updated Jan 1, 2009ShareFacebookTwitterEmailClick to copy linkLink copiedCiteExternal Data Source (2009). NSL-KDD dataset [Dataset]. http://doi.org/10.23721/100/1478792Unique identifierhttps://doi.org/10.23721/100/1478792Dataset updatedJan 1, 2009AuthorsExternal Data SourceTime period coveredJan 1, 2009DescriptionNSL-KDD is a data set suggested to solve some of the inherent problems of the KDD'99 data set . Although, this new version of the KDD data set still suffers from some of the problems discussed by McHugh and may not be a perfect representative of existing real networks, because of the lack of public data sets for network-based IDSs, we believe it still can be applied as an effective benchmark data set to help researchers compare different intrusion detection methods.
Furthermore, the number of records in the NSL-KDD train and test sets are reasonable. This advantage makes it affordable to run the experiments on the complete set without the need to randomly select a small portion. Consequently, evaluation results of different research work will be consistent and comparable.
Data files
KDDTrain+.ARFF: The full NSL-KDD train set with binary labels in ARFF format
KDDTrain+.TXT: The full NSL-KDD train set including attack-type labels and difficulty level in CSV format
KDDTrain+_20Percent.ARFF: A 20% subset of the KDDTrain+.arff file
KDDTrain+_20Percent.TXT: A 20% subset of the KDDTrain+.txt file
KDDTest+.ARFF: The full NSL-KDD test set with binary labels in ARFF format
KDDTest+.TXT: The full NSL-KDD test set including attack-type labels and difficulty level in CSV format
KDDTest-21.ARFF: A subset of the KDDTest+.arff file which does not include records with difficulty level of 21 out of 21
KDDTest-21.TXT: A subset of the KDDTest+.txt file which does not include records with difficulty level of 21 out of 21
; cic@unb.ca. - h
NSL-KDD
- huggingface.co
Updated Jul 31, 2023ShareFacebookTwitterEmailClick to copy linkLink copiedCiteMireu Lab (2023). NSL-KDD [Dataset]. https://huggingface.co/datasets/Mireu-Lab/NSL-KDDCroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.Dataset updatedJul 31, 2023AuthorsMireu LabLicensehttps://choosealicense.com/licenses/gpl-3.0/https://choosealicense.com/licenses/gpl-3.0/
DescriptionNSL-KDD
The data set is a data set that converts the arff File provided by the link into CSV and results. The data set is personally stored by converting data to float64. If you want to obtain additional original files, they are organized in the Original Directory in the repo.
LabelsThe label of the data set is as follows.
# Column Non-Null Count Dtype
0 duration 151165 non-null int64
1 protocol_type 151165 non-null object
2 service 151165 non-null… See the full description on the dataset page: https://huggingface.co/datasets/Mireu-Lab/NSL-KDD.
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KDDTrain+
- figshare.com
application/gzipUpdated Jun 12, 2021ShareFacebookTwitterEmailClick to copy linkLink copiedCiteGrigory Dmitriev (2021). KDDTrain+ [Dataset]. http://doi.org/10.6084/m9.figshare.14774763.v1application/gzipAvailable download formatsUnique identifierhttps://doi.org/10.6084/m9.figshare.14774763.v1Dataset updatedJun 12, 2021Dataset provided byfigshareAuthorsGrigory DmitrievLicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionThe full NSL-KDD train set including attack-type labels and difficulty level in CSV format
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KDDTest+
- figshare.com
application/gzipUpdated May 31, 2021ShareFacebookTwitterEmailClick to copy linkLink copiedCiteGrigory Dmitriev (2021). KDDTest+ [Dataset]. http://doi.org/10.6084/m9.figshare.14706372.v1application/gzipAvailable download formatsUnique identifierhttps://doi.org/10.6084/m9.figshare.14706372.v1Dataset updatedMay 31, 2021Dataset provided byfigshareAuthorsGrigory DmitrievLicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionKDDTest+ - The full NSL-KDD test set including attack-type labels and difficulty level in CSV format
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IoT Data from IoT-23
- ieee-dataport.org
Updated Jul 8, 2024ShareFacebookTwitterEmailClick to copy linkLink copiedCiteMaria Balega (2024). IoT Data from IoT-23 [Dataset]. https://ieee-dataport.org/documents/iot-data-iot-23-nsl-kdd-and-toniotDataset updatedJul 8, 2024AuthorsMaria BalegaLicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionAs the Internet of Things (IoT) continues to evolve
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FacebookTwitterEmailAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The train set and test set of NSL-KDD