CertifiedData.io
Certified Synthetic

Fraud Detection — Verification Sample

A small, fully certified synthetic dataset designed to demonstrate CertifiedData's verification system. Includes a cryptographically signed certificate, SHA-256 fingerprint, and access to verification tools.

Rows
500
Columns
12
Issued
Algorithm
CTGAN

Dataset overview

Designed for analytics, testing, and model development — fully synthetic with verifiable provenance and tamper-evident certification.

Formats
CSV, JSON, Parquet
Dataset slug
fraud-detection-verification-sample
Generation algorithm
CTGAN
Certification status
Not certified

Recommended use cases

fraud-detection
verification-sample
ctgan
certified

Certification details

Signature algorithm
Ed25519
Issued
Any modification to the artifact invalidates the certificate fingerprint. Verification can be performed independently using the public key and verification endpoint.

Why buy this dataset

Use realistic structured data without exposing live production records or regulated personal data in downstream workflows.

The certification record provides a machine-verifiable proof layer that supports trust, auditability, and downstream integrity checks.

Suitable for demos, analytics, QA environments, prototyping, and model development workflows where data provenance matters.

Governance & Proof

Proof of governed execution

Every purchase creates an Ed25519-signed receipt — verifiable proof that this transaction was authorized, executed, and recorded.

Verifiable lineage

Receipts can reference upstream proof records, creating a tamper-evident chain from artifact to commercial action.

Policy-checked before execution

Policy evaluation occurs prior to capture. If denied, no charge is recorded.