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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 issued an Ed25519 certificate and can be independently verified using the SHA-256 fingerprint below — no account or trust in CertifiedData required. It is categorized under finance.

Ed25519 Certifieddatasetfinance

Synthetic Trade Surveillance Dataset v1

Certified synthetic trade surveillance dataset for training market abuse detection models and testing surveillance alert systems.

Hash Algorithm
SHA256
Algorithm
CTGAN
Rows
220,000
Columns
19
Verification count43
Last verifiedApr 12, 2026

Artifact record

Artifact Hash
sha256:2a7e94881834c0e8ed47272660492e0e56d7173c11aa5095c63d0ec3bd573a62
Issuer
CertifiedData.io
Schema Version
1.0
File Format
CSV
Use Case
trade-surveillance-testing
Registered
April 1, 2026

Description

Synthetic Trade Surveillance Dataset v1 is a synthetic tabular dataset generated with CTGAN and certified by CertifiedData.io for AI testing, model evaluation, and synthetic data workflows.

Machine-readable record

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 Trade Surveillance Dataset v1",
  "slug": "synthetic-trade-surveillance-dataset-v1",
  "category": "registry",
  "artifact_type": "dataset",
  "certification_status": "certified",
  "issuer": "CertifiedData.io",
  "artifact_hash": "sha256:2a7e94881834c0e8ed47272660492e0e56d7173c11aa5095c63d0ec3bd573a62",
  "hash_algorithm": "SHA256",
  "schema_version": "1.0",
  "signing_algorithm": "Ed25519",
  "canonical_url": "https://certifieddata.io/registry/synthetic-trade-surveillance-dataset-v1",
  "verification_auth_required": false,
  "openapi_spec": "https://certifieddata.io/openapi.json",
  "certificate_id": "6e2a2270-7b02-41d5-866d-b5982ff65dbd",
  "proof_surfaces": [
    "GET /api/certificates/6e2a2270-7b02-41d5-866d-b5982ff65dbd",
    "POST /api/verify → {\"certificate_id\":\"6e2a2270-7b02-41d5-866d-b5982ff65dbd\"}",
    "GET /.well-known/signing-keys.json"
  ],
  "certificate_endpoint": "/api/certificates/6e2a2270-7b02-41d5-866d-b5982ff65dbd",
  "generation_algorithm": "CTGAN",
  "rows": 220000,
  "columns": 19,
  "industry": "finance"
}

Use cases for this synthetic dataset

This certified synthetic dataset includes a verifiable provenance record, making it suitable for environments where data integrity and auditability are required.

  • Training market abuse detection models on synthetic trade data
  • Testing surveillance alert systems for spoofing and layering patterns
  • EU AI Act Article 12 training data documentation for regulated AI
  • Backtesting surveillance logic without exposing real order flow
  • MiFID II / Dodd-Frank compliance testing workflows

What this certificate proves

This certificate proves the following about the registered artifact:

  • The artifact existed at the recorded issuance timestamp.
  • Its SHA-256 fingerprint was recorded as: 2a7e94881834…
  • The certificate payload was signed with an Ed25519 private key controlled by CertifiedData.io.
  • Any modification to the artifact — even a single byte — produces a different SHA-256 hash, invalidating the record.
  • The certificate has not been tampered with since issuance.

How to independently verify this synthetic dataset

Verification does not require an account or trust in CertifiedData. You can confirm artifact integrity entirely with local tools.

  1. 01
    Obtain the original artifact
    Download or locate the artifact file you want to verify.
  2. 02
    Compute its SHA-256 hash locally
    Run the following command on Linux/macOS: sha256sum artifact.csv or on Windows: Get-FileHash artifact.csv -Algorithm SHA256
  3. 03
    Compare to the recorded artifact hash
    The recorded hash for this entry is: sha256:2a7e94881834c0e8ed472726 A match confirms the artifact has not been modified since certification.
  4. 04
    Validate the Ed25519 signature
    Follow the verification link below to confirm the Ed25519 digital signature against CertifiedData's published public key.

What is a certified synthetic dataset?

A certified synthetic dataset is a synthetically generated dataset with a cryptographically verifiable certificate. The certificate binds a SHA-256 fingerprint to an Ed25519 digital signature, enabling any party to confirm the dataset has not been altered since issuance — without trusting CertifiedData.

Learn about AI artifact certification →
Synthetic Trade Surveillance Dataset v1 — Certified Synthetic Dataset | Finance | CertifiedData | CertifiedData