Data · dataset · 2026
LAN-SDN-NIDS: A Multi-Class Dataset for OpenFlow Attack Detection
Listed in e-cienciaDatos
Synthetic, tabular data for benign (normal) traffic and five attack-types (link fabrication, host hijacking, host injection, DDoS, and portscan) in a LAN-SDN, emulated with mininet and the OpenDaylight controller.
Description
The data has 40 features, including OpenFlow-dependent values. There are a total of six CSV files, corresponding to five different experiments —each with a different topology— and a sixth file combining four topologies, which we recommend for training a machine learning model.
The combination files (FULL_SDN_NIDS.csv and FULL_SDN_NIDS.parquet) include all the experiments.
Links
Where it is published
- Dataverse dataset page edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi%3A10.21950%2FQMAXKP ↗
landing page · from edatos consorciomadrono es
- DOI doi.org/10.21950/qmaxkp ↗
DOI / persistent id · from edatos consorciomadrono es
Catalogue records · 1
- Dataverse API edatos.consorciomadrono.es/api/datasets/:persistentId/?persistentId=doi%3A10.21950%2FQMAX… ↗
metadata API · from edatos consorciomadrono es
Topics
- Stated by source
- Ciencias de la información y computación
- From keywords
- Computer Science & AI · Machine learning
- Inferred from text
- Tabular 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| e-cienciaDatos | doi:10.21950/QMAXKP | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4611 | mapping · edatos consorciomadrono es | vocabulary-mapper@1.0.0 | keywords['machine learning'] |
| concepts[field].dataverse_subject:ciencias-de-la-informaci-n-y-computaci-n | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /subjects |
| concepts[modality].local:modality:tabular | enrichment · edatos consorciomadrono es | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| description | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /description |
| publication_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| title | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /name |
| updated_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| version_label | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 |