The pipeline
1
Parse and validate syntax
The address is parsed into its local part and domain. Malformed addresses fail fast with
syntax.valid_format: false.2
Normalize to a canonical form
Sub-address tags (like
+promo) and provider-specific dot variants are stripped to produce normalized.canonical. Use this value to detect duplicate signups across the same underlying inbox.3
Score the local part
Shannon entropy is calculated over the local part. High entropy suggests an auto-generated address; the
entropy.suspicious flag summarizes the result.4
Inspect the domain
AuthFlame checks the domain against disposable and free-provider lists, resolves MX records live, and evaluates catch-all, role-account, and TLD risk.
5
Summarize into a decision
Signals are combined into
summary.risk_score (0–100), summary.risk_level, and summary.action (ALLOW or BLOCK).Where to call AuthFlame
Call the API server-side, at the moment of account creation, before you persist the user. This gives you:- A synchronous decision you can enforce on the signup form.
- A canonical address to store next to the raw one for duplicate detection.
AuthFlame is designed for latency-sensitive paths. Median global latency is under 25 ms, so you can block on the response in a signup handler without noticeable friction.
What to do with the result
For deeper control, branch on
summary.risk_score directly and pick your own thresholds..png?fit=max&auto=format&n=I1VHCABaGN8XUrA3&q=85&s=a6ef4d31dcedaa6714272989ceab62a2)
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