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 finance.
Certified synthetic dataset for fraud signal modeling in finance.
sha256:5677b610351a0b4af6f1d519ab66655053febd26a9af88a06e821b663e0ab850Synthetic Credit Card Fraud Signals v1 is a synthetic tabular dataset generated with CTGAN and certified by CertifiedData.io for use in 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 Credit Card Fraud Signals v1",
"slug": "synthetic-credit-card-fraud-signals-v1",
"category": "registry",
"artifact_type": "dataset",
"certification_status": "unverified",
"issuer": "CertifiedData.io",
"artifact_hash": "sha256:5677b610351a0b4af6f1d519ab66655053febd26a9af88a06e821b663e0ab850",
"hash_algorithm": "SHA256",
"schema_version": "1.0",
"signing_algorithm": "Ed25519",
"canonical_url": "https://certifieddata.io/registry/synthetic-credit-card-fraud-signals-v1",
"verification_auth_required": false,
"openapi_spec": "https://certifieddata.io/openapi.json",
"generation_algorithm": "CTGAN",
"rows": 98000,
"columns": 15,
"industry": "finance"
}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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