{"dcterms:modified":"2025-02-07","dcterms:creator":"Eine Dataverse-Instanz","@type":"ore:ResourceMap","@id":"https://osnadata.ub.uni-osnabrueck.de/api/datasets/export?exporter=OAI_ORE&persistentId=doi:10.26249/FK2/MOCIY8","ore:describes":{"Title":"WEB-IDS23 Dataset","Author":[{"author:Name":"Lanfer, Eric","author:Affiliation":"Osnabrück University","Identifier Scheme":"ORCID","Identifier":"0000-0001-9763-4613"},{"author:Name":"Brockmann, Dominik","author:Affiliation":"Osnabrück University","Identifier Scheme":"ORCID","Identifier":"0009-0004-2162-8873"},{"author:Name":"Aschenbruck, Nils","Identifier Scheme":"ORCID","Identifier":"0000-0002-5861-8896"}],"citation:Contact":{"datasetContact:Name":"Lanfer, Eric","datasetContact:Affiliation":"Osnabrück University","datasetContact:E-mail":"elanfer@uni-osnabrueck.de"},"citation:Description":{"dsDescription:Text":"

WEB-IDS23

\n

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.

\n

Data

\n

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.

\n\n

Short Documentation

\n

A short documentation of the data and the according labels can be found in the files readme.md or readme.pdf

"},"Subject":"Computer and Information Science","citation:DDC subject groups":"500 - Natural sciences & mathematics","Related Publication":{"Citation":"Eric Lanfer, Dominik Brockmann, Nils Aschenbruck (2024). Technical Report: Generating the WEB-IDS23 Dataset.","ID Type":"arXiv","ID Number":"arXiv:2502.03909","URL":"https://doi.org/10.48550/arXiv.2502.03909"},"citation:Depositor":"Lanfer, Eric","Deposit Date":"2025-02-06","citation:Documentation of license approval":"on 2025-02-07, user elanfer@uni-osnabrueck.de approved the following license text:

Lizenzvereinbarung – Deposit License

Hiermit gestatte ich der Universität Osnabrück, vertreten durch die Präsidentin/den Präsidenten, durchführende Organisationseinheit: Universitätsbibliothek (UB), vertreten durch die Leitende Bibliotheksdirektorin/den Leitenden Bibliotheksdirektor, meine digitalen Forschungsdaten einschließlich Abstract und Metadaten zu den unten genannten Lizenzbedingungen zur freien Nutzung im Internet bereitzustellen. Im Rahmen dieser Bereitstellung sind Nutzerinnen und Nutzer berechtigt, Forschungsdaten nach Maßgabe des Urheberrechts unentgeltlich zu nutzen, insbesondere, Forschungsdaten zum privaten und sonstigen eigenen Gebrauch herunter zu laden oder zu speichern.

Rechteeinräumung

Der Urheber/die Urheberin der Forschungsdaten räumt der Universität Osnabrück an seinen/ihren Forschungsdaten einschließlich Abstract und Metadaten zeitlich unbegrenzt und unwiderruflich das nicht ausschließliche Recht zur öffentlichen Zugänglichmachung, zur langfristigen Speicherung auf dem institutionellem Forschungsdatenrepositorium osnaData der Universität Osnabrück und zur Vervielfältigung zu diesen Zwecken ein. Der urheberrechtliche Schutz bleibt durch diese Lizenz unberührt. Die Universität Osnabrück behält sich vor, Forschungsdaten wegen inhaltlicher oder technischer Mängel oder eines ungeklärten rechtlichen Status abzulehnen.

Rechte Dritter

Der Urheber/die Urheberin der Forschungsdaten erklärt, dass mit der Bereitstellung seiner/ihrer Forschungsdaten und jedes Bestandteils (z. B. beschreibende Dokumentationen) keine Rechte Dritter (z. B. Miturheber, Co-Autoren, Verlage, Drittmittelgeber) verletzt werden. Insbesondere hat bisher kein Verlag oder sonstiger Dritter (z. B. Drittmittelgeber) ein ausschließliches Nutzungsrecht.

Der Urheber/die Urheberin der Forschungsdaten verpflichtet sich, die Universität Osnabrück von solchen Ansprüchen Dritter freizustellen, die sich daraus ergeben, dass es aufgrund schuldhafter falscher Angaben des Urhebers/der Urheberin bezüglich des Nichtbestehens von Rechten Dritter oder sonstiger von ihm/ihr zu vertretenden Umständen durch die Veröffentlichung seines/ihres Werkes auf osnaData zu einer Verletzung von Urheberrechten oder ausschließlichen Nutzungsrechten kommt. Das gilt nicht, wenn die Verletzung auf einem vorsätzlichen oder grob fahrlässigen Verhalten der Universität Osnabrück als Betreiberin von osnaData beruht und dem Urheber/der Urheberin der Forschungsdaten nicht in gleicher Weise Vorsatz oder grobe Fahrlässigkeit zu Last fällt. Im letzteren Fall erfolgt eine Aufteilung des Schadens insbesondere unter Abwägung der Verschuldensanteile.

Die Vertragsparteien verpflichten sich, einander unverzüglich zu informieren, wenn Dritte Ansprüche aufgrund der ihnen zustehenden Urheber- bzw. Nutzungsrechte an den digitalen Forschungsdaten gegen sie erheben.

Die Universität Osnabrück ist berechtigt, den Zugriff auf die Forschungsdaten zu sperren, soweit konkrete Anhaltspunkte für eine Verletzung von Rechten Dritter bestehen oder andere rechtliche Vorschriften dies erfordern.

Langzeitarchivierung und Transformation in andere Formate

Der Urheber/die Urheberin der Forschungsdaten räumt der Universität Osnabrück im Rahmen der Rechteeinräumung gemäß Ziffer 1 das Recht ein, seine/ihre bereitgestellten Forschungsdaten in einem Langzeitarchiv zu speichern und bei Bedarf (z. B. technische Nutzbarkeit, Migration, Barrierefreiheit, bessere Zugänglichkeit oder Erschließung) in andere elektronische Formate zu überführen (Formatkonvertierung).

Weitergabe von Metadaten und Dokumenten

Der Urheber/die Urheberin der Forschungsdaten räumt der Universität Osnabrück im Rahmen der Rechteeinräumung gemäß Ziffer 1 das Recht ein, die Metadaten einschließlich Abstract seiner/ihrer Forschungsdaten anderen Datenbanken gemäß den FAIR-Prinzipien unentgeltlich unter der Lizenz CC0 zur Verfügung zu stellen. Darüber hinaus räumt er/sie der Universität Osnabrück das Recht ein, seine/ihre Forschungsdaten Dritten im Rahmen nationaler Sammelaufträge zur Online-Bereitstellung oder Archivierung zur Verfügung zu stellen.

Die durch diesen Vertrag eingeräumten Rechte können ganz oder teilweise auf Dritte übertragen und einfache Nutzungsrechte an andere Repositorien vergeben bzw. ein Dritter mit der Bereitstellung des Dokuments beauftragt werden, ohne dass es hierzu einer gesonderten Zustimmung des Urhebers/der Urheberin der Forschungsdaten bedarf.

Ansprechpartner für alle osnaData betreffenden technischen und inhaltlichen Fragen ist die Administration von osnaData. Email: osnadata@ub.uni-osnabrueck.de

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