MEDIUM 5.3 PyPI

Open WebUI: Account enumeration via observable login timing discrepancy

PYSEC-2026-3594 · CVE-2026-59218 · GHSA-7rw5-9f7q-xj36

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Description

Summary

The /api/v1/auths/signin endpoint leaked whether an email address belonged to a registered account through a response-time side channel. Password verification ran bcrypt only when the email was found in the database; for a non-existent email the request returned early without hashing. The expensive bcrypt comparison therefore made valid-account attempts respond significantly slower (~180 ms) than non-existent ones (~5 ms), so an unauthenticated attacker could enumerate valid accounts by measuring response time.

Details

On signin the backend looked the user up by email and only performed the bcrypt password comparison if a record existed. A missing email short-circuited before any hashing, producing the timing gap. The built-in brute-force throttling did not prevent it: sending one request at a time with a small delay between requests stays under the rate limit while still exposing the difference.

Observed in the reporter's run (HTTP 400 for every attempt, the response time is the signal):

Email                Status   Response time
joe@example.com      400      186 ms   <- valid account
larry@example.com    400        9 ms
jose@example.com     400        6 ms
james@example.com    400        5 ms

Impact

An unauthenticated attacker can enumerate which email addresses are registered accounts, which enables targeted password-spraying against confirmed accounts. The impact is amplified by MFA not being enabled by default. No data is read or modified; the disclosure is limited to account existence.

Patched

The authentication path now runs a bcrypt verification against a constant placeholder hash whenever the email does not resolve to an active credential, so a real hash comparison executes on every attempt and the response time is the same whether or not the account exists. Fixed in 0.10.0.

Credits

@dievus

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