Table · dataset · 2026
CPDS-AD dataset
Listed in figshare
<p dir="ltr">The CPDS-AD dataset is an open, hardware-derived cyberattack detection dataset for cyber-physical distribution systems, generated using a laboratory-level scaled testbed rather than relying solely on numerical simulation.
Description
The testbed emulates the steady-state operating and cyber-measurement processes of a 13-node, three-phase unbalanced MV-type radial distribution feeder and incorporates a three-layer cyber architecture consisting of the application, gateway, and perception layers.
The dataset contains normal-operation records, six types of false data injection attacks—additive, subtractive, replay, ramp-drift, local model-consistent, and adversarial-learning-based attacks—and polling-aware denial-of-service attacks at low, medium, and high intensity levels. Raw communication messages are processed through device-specific message parsing, timestamp alignment, and measurement synchronization to obtain structured time-series measurement data.
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For DoS analysis, communication traffic volume is additionally aggregated over consecutive 5-s windows. The merged normal-operation dataset, <code>train_data.xlsx</code>, contains 14,400 samples and 132 measurement features. The six merged FDI test datasets, <code>test_data_A.xlsx</code>, <code>test_data_S.xlsx</code>, <code>test_data_R.xlsx</code>, <code>test_data_RD.xlsx</code>, <code>test_data_LMC.xlsx</code>, and <code>test_data_AL.xlsx</code>, each contain 2,880 samples with the same 132 features and a final binary ground-truth label column, where 0 denotes normal operation and 1 denotes an attacked sample.
The DoS datasets are provided separately as <code>test_data_D_low.xlsx</code>, <code>test_data_D_medium.xlsx</code>, and <code>test_data_D_high.xlsx</code>, containing the aggregation-window timestamp, traffic volume, and corresponding binary label.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.31989933.v3 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Simulation 75%
Provenance · 3 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub · removed upstream | oai:figshare.com:article/31989933 | 13 d ago | JSON v1 |
| figshare | oai:figshare.com:article/31989933 | 13 d ago | JSON v1 |
| Loughborough Research Repository · removed upstream | oai:figshare.com:article/31989933 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |