Risk Scoring
Raise risk scores for identities with prior breach exposure before approving transactions.
Email breaches · 1 credit per lookup · no monthly fee
How it works
One call, structured answer
Risk Scoring runs on the email breaches lookup at 1 credit per lookup. Same API key, same JSON shape as every other Encrata lookup.
- Full breach history, names, dates and exposed data classes per breach
- 1 credit per check, so continuous monitoring stays affordable
- New-breach detection turns a public leak into a same-day security response
- Works for one address or your whole domain
Three features for the model
Feed three features into the model: breach count, recency of the newest breach, and whether passwords were among the exposed data classes. A five-year-old username leak and a last-month password dump are different risks and should score differently. Run the check at account creation and at high-value transaction time, identity risk isn't static.
Step-up only where it is earned
The operational win is precision in step-up: instead of adding friction for everyone, you challenge the identities whose credentials are demonstrably circulating. Fraud teams typically find breach exposure correlates strongly with account-takeover attempts, making it one of the cheapest high-signal features you can add to an existing model.