Synthetic Identity Alerts

Synthetic Identity Alerts is designed to detect one of the fastest-growing types of fraud. Unlike traditional identity theft, synthetic fraud involves the creation of a new, fictitious identity, often combining real and fake information. Our machine learning model analyzes hundreds of data points to identify these patterns at the point of application.

Note

Before integrating , you must first complete the Identity Proofing Integration Guide.

Synthetic Identity Alerts provides best-in-class accuracy and delivers real-time insights, allowing you to make immediate decisions and prevent losses. Use the risk score and flags as an indicator to step-up to an identity resolution process. If the consumer subsequently fails to prove their identity through that process, the application can be denied on that basis.

For the full API specifications, go to the Identity Proofing Service API.

Note

This product is not an FCRA-regulated service and cannot be used to take adverse action for a credit decision.

Functionality

Synthetic Identity Alerts works as an extended function of Identity Proofing. When you request the syntheticId, our system analyzes the applicant's Personally Identifiable Information (PII) to generate a risk score and a series of detailed indicators. The score and indicators contribute to the assessments. Synthetic Identity Alerts can function with or without data from a full credit pull.

Synthetic Identity Score

The primary output of Synthetic Identity Alerts is the score. This score ranges from 1-990.

A higher score indicates a higher probability that the identity is synthetic. This score should be the main driver for your automated decision logic, such as Approve, Decline, or Refer for Manual Review.

Score Range

Estimated Review Rate

Decisioning Logic

900-990

~1.0%

Deny/Challenge: This range reflects an extremely high probability of a synthetic identity. The API returns a Deny decision, and the application should be routed for step-up identity resolution.

750-899

1.0 - 1.5%

Deny/Challenge (Configurable): This range indicates a heightened risk. The API returns a Deny decision, and the application should be routed for step-up identity resolution. Customers can establish their own score thresholds within this range to trigger this process based on their risk tolerance and desired recall rate.

1-749

Not Applicable

Transactions in this range will not be reviewed.

~98% of total volume

Accept: These scores are less indicative of a synthetic identity. The API returns an Accept decision.

JSON Response Body

The JSON response to an Identity Proofing query with Synthetic Identity Alerts enabled changes depending on if the request includes a credit inquiry or not.

syntheticId properties are found under the insights object. Queries with a credit inquiry include additional response properties.

The following example looks similar to a response from a query with no credit inquiry.

Indicators

The indicators provide granular context for the score. Use the indicators to create detailed business rules or guide manual reviews.

Each indicator will return a value of:

  • Y: Yes, risk detected

  • N: No, risk not detected

  • U: Undetermined due to insufficient data

Getting Started with Synthetic Identity

To start using Synthetic Identity Alerts with Identity Proofing in Kount 360:

  1. Request access: Contact your Customer Support Manager (CSM) to have the Synthetic Identity Alerts entitlement enabled for your organization.

  2. Integrate the product: Use our Identity Proofing Integration Guide to learn how to integrate with Identity Proofing, and then use the JSON example in this document to add the syntheticId insight to your request.

  3. Review the Full Schema: For technical specifications, go to the API Reference Documentation.

    Note

    The Identity Proofing API reference documentation might not reflect the most current version of Synthetic Identity Alerts.

Was this article helpful?
0 out of 0 found this helpful