Medium

Open WebUI: Account enumeration via observable login timing discrepancy

  • Disclosed: 24.07.2026
  • Updated: 11.10.2026 14:19

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

Affected software

Click a technology to see all vulnerabilities affecting it.

PlatformPackageVulnerable versionsFixed in
Python (PyPI) open-webui < 0.10.0 0.10.0

References

CVSS score 5.3/10
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N
Weakness (CWE)
CWE-208
Platform
Python (PyPI)
Package
open-webui
Disclosed
24.07.2026
Updated
11.10.2026 14:19

Sources and licenses

OSV / GitHub Advisory Database - PYSEC-2026-3594 - PyPA Advisory Database; CC BY 4.0

OSV / GitHub Advisory Database - GHSA-7rw5-9f7q-xj36 - CC BY 4.0

Vulnerability history: open-webui

All published vulnerabilities of this package (Python (PyPI)), newest first. Shows whether this is a one-off slip or a package that needs watching.

All (161) in the archive
Total entries
161
First → latest
08.2024 09.2026
Without a fix
11
Exploited in attacks
0

Severity breakdown

  • Critical 1
  • High 77
  • Medium 75
  • Low 8

Disclosures per year

  1. 2024: 3
  2. 2025: 21
  3. 2026: 137
Severity:
  1. High · 7.7 CVE-2026-59221 >= 0.9.6, < 0.10.0 0.10.0
  2. Open WebUI: Account enumeration via observable login timing discrepancy this entry
    Medium · 5.3 CVE-2026-59218 < 0.10.0 0.10.0
  3. High · 7.3 CVE-2026-59214 < 0.10.0 0.10.0
  4. High · 8.7 CVE-2026-54011 < 0.9.6 0.9.6
Show more (20) Showing 40 of 79

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