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Part 1: Document Description
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Citation |
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Title: |
WEB-IDS23 Dataset |
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Identification Number: |
doi:10.26249/FK2/MOCIY8 |
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Distributor: |
osnaData |
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Date of Distribution: |
2025-02-07 |
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Version: |
1 |
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Bibliographic Citation: |
Lanfer, Eric; Brockmann, Dominik; Aschenbruck, Nils, 2025, "WEB-IDS23 Dataset", https://doi.org/10.26249/FK2/MOCIY8, osnaData, V1 |
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Citation |
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Title: |
WEB-IDS23 Dataset |
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Identification Number: |
doi:10.26249/FK2/MOCIY8 |
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Authoring Entity: |
Lanfer, Eric (Osnabrück University) |
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Brockmann, Dominik (Osnabrück University) |
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Aschenbruck, Nils (Osnabrück University) |
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Distributor: |
osnaData |
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Access Authority: |
Lanfer, Eric |
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Depositor: |
Lanfer, Eric |
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Date of Deposit: |
2025-02-06 |
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Study Scope |
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Keywords: |
Computer and Information Science |
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Abstract: |
<h1 id="web-ids23">WEB-IDS23</h1> <p>WEB-IDS23 is a network intrusion detection dataset that includes over 12 million flows, categorizing 20 attack types across FTP, HTTP/S, SMTP, SSH, and network scanning activities. This dataset is documented in the paper "Technical Report: Generating the WEB-IDS23 Dataset," which provides insights into the generation, structure, and key characteristics of the dataset.</p> <h2 id="data">Data</h2> <p>The dataset is available as CSV files under web-ids23. Each file includes the data of one class, and each row corresponds to a flow extracted using Zeek FlowMeter. In total, the dataset includes over 12 million samples.</p> <h2 id="data">Short Documentation</h2> <p>A short documentation of the data and the according labels can be found in the files readme.md or readme.pdf</p> |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Notes: |
<a href="http://creativecommons.org/licenses/by-sa/4.0/"><img src="https://osnadata.ub.uni-osnabrueck.de/resources/images/cc-icons/by-sa.png" height="31"/> http://creativecommons.org/licenses/by-sa/4.0/</a> |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Identification Number: |
arXiv:2502.03909 |
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Bibliographic Citation: |
Eric Lanfer, Dominik Brockmann, Nils Aschenbruck (2024). Technical Report: Generating the WEB-IDS23 Dataset. |
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Label: |
README.md |
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Text: |
Short information on class labels etc. |
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Notes: |
text/markdown |
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Label: |
README.pdf |
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Text: |
Short information on class labels etc. |
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Notes: |
application/pdf |
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Label: |
web-ids23_benign.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_bruteforce_http.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_bruteforce_https.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_dos_http.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_dos_https.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_ftp_login.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_ftp_version.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_hostsweep_Pn.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_hostsweep_sn.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_portscan.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_revshell_http.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_revshell_https.csv |
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Notes: |
text/csv |
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web-ids23_smtp_enum.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_smtp_version.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_sql_injection_http.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_sql_injection_https.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_ssh_login.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_ssh_login_successful.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_ssrf_http.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_ssrf_https.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_xss_http.csv |
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Notes: |
text/csv |
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Label: |
web-ids23_xss_https.csv |
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Notes: |
text/csv |