This page is a synthetic dataset in the CertifiedData AI Artifact Registry — a public index of synthetic datasets, AI models, and certified AI artifacts with cryptographic provenance records. This entry has been registered and its SHA-256 fingerprint recorded. Synthetic data certification has not yet been issued. Once certified, an Ed25519 signature is generated and permanently linked to this record, enabling independent verification. It is categorized under fraud.
Certified synthetic payment card fraud label dataset with realistic class imbalance for binary fraud classifier training.
sha256:086685cbd9761d0d579f5754d1cd08188fe5b81e3c17380fec5780a9e10d030dSynthetic Payment Card Fraud Labels v1 is a synthetic tabular dataset generated with CTGAN and certified by CertifiedData.io for AI testing, model evaluation, and synthetic data workflows.
Canonical JSON summary of this artifact for agents, systems, and developers. The certificate_id is the stable reference for verification via POST /api/verify.
Machine-readable summary (for agents and systems)
{
"term": "Synthetic Payment Card Fraud Labels v1",
"slug": "synthetic-payment-card-fraud-labels-v1",
"category": "registry",
"artifact_type": "dataset",
"certification_status": "unverified",
"issuer": "CertifiedData.io",
"artifact_hash": "sha256:086685cbd9761d0d579f5754d1cd08188fe5b81e3c17380fec5780a9e10d030d",
"hash_algorithm": "SHA256",
"schema_version": "1.0",
"signing_algorithm": "Ed25519",
"canonical_url": "https://certifieddata.io/registry/synthetic-payment-card-fraud-labels-v1",
"verification_auth_required": false,
"openapi_spec": "https://certifieddata.io/openapi.json",
"generation_algorithm": "CTGAN",
"rows": 350000,
"columns": 16,
"industry": "fraud"
}This registered synthetic dataset can be used in standard workflows. Add certification to enable independent verification for compliance and audit use cases.
This listing has a recorded SHA-256 fingerprint. Certification adds:
A synthetic dataset listing is a registered synthetic dataset in the CertifiedData registry with a recorded SHA-256 fingerprint. Once certified, it receives an Ed25519-signed certificate enabling independent verification by any party.
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