{"@context":"http://schema.org","@type":"Dataset","@id":"https://doi.org/10.26249/FK2/MOCIY8","identifier":"https://doi.org/10.26249/FK2/MOCIY8","name":"WEB-IDS23 Dataset","creator":[{"name":"Lanfer, Eric","affiliation":"Osnabrück University","@id":"https://orcid.org/0000-0001-9763-4613","identifier":"https://orcid.org/0000-0001-9763-4613"},{"name":"Brockmann, Dominik","affiliation":"Osnabrück University","@id":"https://orcid.org/0009-0004-2162-8873","identifier":"https://orcid.org/0009-0004-2162-8873"},{"name":"Aschenbruck, Nils","@id":"https://orcid.org/0000-0002-5861-8896","identifier":"https://orcid.org/0000-0002-5861-8896"}],"author":[{"name":"Lanfer, Eric","affiliation":"Osnabrück University","@id":"https://orcid.org/0000-0001-9763-4613","identifier":"https://orcid.org/0000-0001-9763-4613"},{"name":"Brockmann, Dominik","affiliation":"Osnabrück University","@id":"https://orcid.org/0009-0004-2162-8873","identifier":"https://orcid.org/0009-0004-2162-8873"},{"name":"Aschenbruck, Nils","@id":"https://orcid.org/0000-0002-5861-8896","identifier":"https://orcid.org/0000-0002-5861-8896"}],"datePublished":"2025-02-07","dateModified":"2025-02-07","version":"1","description":["WEB-IDS23 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. Data 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. Short Documentation A short documentation of the data and the according labels can be found in the files readme.md or readme.pdf"],"keywords":["Informatik und Informationswissenschaft"],"citation":[{"@type":"CreativeWork","text":"Eric Lanfer, Dominik Brockmann, Nils Aschenbruck (2024). Technical Report: Generating the WEB-IDS23 Dataset.","@id":"https://doi.org/10.48550/arXiv.2502.03909","identifier":"https://doi.org/10.48550/arXiv.2502.03909"}],"license":{"@type":"Dataset","text":"<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\"/>&nbsp;&nbsp;http://creativecommons.org/licenses/by-sa/4.0/</a>"},"includedInDataCatalog":{"@type":"DataCatalog","name":"osnaData","url":"https://osnadata.ub.uni-osnabrueck.de"},"publisher":{"@type":"Organization","name":"osnaData"},"provider":{"@type":"Organization","name":"osnaData"},"distribution":[{"@type":"DataDownload","name":"README.md","fileFormat":"text/markdown","contentSize":8811,"description":"Short information on class labels etc."},{"@type":"DataDownload","name":"README.pdf","fileFormat":"application/pdf","contentSize":93587,"description":"Short information on class labels etc."},{"@type":"DataDownload","name":"web-ids23_benign.csv","fileFormat":"text/csv","contentSize":227925967},{"@type":"DataDownload","name":"web-ids23_bruteforce_http.csv","fileFormat":"text/csv","contentSize":275603576},{"@type":"DataDownload","name":"web-ids23_bruteforce_https.csv","fileFormat":"text/csv","contentSize":259811306},{"@type":"DataDownload","name":"web-ids23_dos_http.csv","fileFormat":"text/csv","contentSize":25510011},{"@type":"DataDownload","name":"web-ids23_dos_https.csv","fileFormat":"text/csv","contentSize":9862232},{"@type":"DataDownload","name":"web-ids23_ftp_login.csv","fileFormat":"text/csv","contentSize":137362575},{"@type":"DataDownload","name":"web-ids23_ftp_version.csv","fileFormat":"text/csv","contentSize":3283380},{"@type":"DataDownload","name":"web-ids23_hostsweep_Pn.csv","fileFormat":"text/csv","contentSize":864507990},{"@type":"DataDownload","name":"web-ids23_hostsweep_sn.csv","fileFormat":"text/csv","contentSize":5633264},{"@type":"DataDownload","name":"web-ids23_portscan.csv","fileFormat":"text/csv","contentSize":1386813386},{"@type":"DataDownload","name":"web-ids23_revshell_http.csv","fileFormat":"text/csv","contentSize":2540779},{"@type":"DataDownload","name":"web-ids23_revshell_https.csv","fileFormat":"text/csv","contentSize":2811853},{"@type":"DataDownload","name":"web-ids23_smtp_enum.csv","fileFormat":"text/csv","contentSize":2741},{"@type":"DataDownload","name":"web-ids23_smtp_version.csv","fileFormat":"text/csv","contentSize":3296406},{"@type":"DataDownload","name":"web-ids23_sql_injection_http.csv","fileFormat":"text/csv","contentSize":22579240},{"@type":"DataDownload","name":"web-ids23_sql_injection_https.csv","fileFormat":"text/csv","contentSize":31415203},{"@type":"DataDownload","name":"web-ids23_ssh_login.csv","fileFormat":"text/csv","contentSize":9980013},{"@type":"DataDownload","name":"web-ids23_ssh_login_successful.csv","fileFormat":"text/csv","contentSize":10309753},{"@type":"DataDownload","name":"web-ids23_ssrf_http.csv","fileFormat":"text/csv","contentSize":1659070},{"@type":"DataDownload","name":"web-ids23_ssrf_https.csv","fileFormat":"text/csv","contentSize":2003079},{"@type":"DataDownload","name":"web-ids23_xss_http.csv","fileFormat":"text/csv","contentSize":1361758},{"@type":"DataDownload","name":"web-ids23_xss_https.csv","fileFormat":"text/csv","contentSize":1354390}]}