WEB-IDS23 Datasetdoi:10.26249/FK2/MOCIY8osnaData2025-02-071Lanfer, Eric; Brockmann, Dominik; Aschenbruck, Nils, 2025, "WEB-IDS23 Dataset", https://doi.org/10.26249/FK2/MOCIY8, osnaData, V1WEB-IDS23 Datasetdoi:10.26249/FK2/MOCIY8Lanfer, EricBrockmann, DominikAschenbruck, NilsosnaDataLanfer, EricLanfer, Eric2025-02-06Computer and Information Science<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 &quot;Technical Report: Generating the WEB-IDS23 Dataset,&quot; 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><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>arXiv:2502.03909Eric Lanfer, Dominik Brockmann, Nils Aschenbruck (2024). Technical Report: Generating the WEB-IDS23 Dataset.README.mdShort information on class labels etc.text/markdownREADME.pdfShort information on class labels etc.application/pdfweb-ids23_benign.csvtext/csvweb-ids23_bruteforce_http.csvtext/csvweb-ids23_bruteforce_https.csvtext/csvweb-ids23_dos_http.csvtext/csvweb-ids23_dos_https.csvtext/csvweb-ids23_ftp_login.csvtext/csvweb-ids23_ftp_version.csvtext/csvweb-ids23_hostsweep_Pn.csvtext/csvweb-ids23_hostsweep_sn.csvtext/csvweb-ids23_portscan.csvtext/csvweb-ids23_revshell_http.csvtext/csvweb-ids23_revshell_https.csvtext/csvweb-ids23_smtp_enum.csvtext/csvweb-ids23_smtp_version.csvtext/csvweb-ids23_sql_injection_http.csvtext/csvweb-ids23_sql_injection_https.csvtext/csvweb-ids23_ssh_login.csvtext/csvweb-ids23_ssh_login_successful.csvtext/csvweb-ids23_ssrf_http.csvtext/csvweb-ids23_ssrf_https.csvtext/csvweb-ids23_xss_http.csvtext/csvweb-ids23_xss_https.csvtext/csv