Medium

Open WebUI: Unauthenticated endpoint can trigger embedding generation (cost/DoS)

  • Disclosed: 14.05.2026
  • Updated: 11.10.2026 14:18

Summary

GET /api/v1/memories/ef is accessible without authentication and executes request.app.state.EMBEDDING_FUNCTION(...). This allows any unauthenticated caller to trigger embedding generation which can lead to direct cost exposure if a paid provider is used. Code reference: backend/open_webui/routers/memories.py (@router.get("/ef") -> calls request.app.state.EMBEDDING_FUNCTION("hello world")).

Details

GET /api/v1/memories/ef is reachable without authentication and triggers request.app.state.EMBEDDING_FUNCTION("hello world"). This crosses an intended security boundary by allowing unauthenticated users to invoke potentially expensive embedding computation and/or paid upstream embedding APIs.

PoC

  1. Start Open WebUI in default configuration (no special env hardening; default ENABLE_MEMORIES is true).
  2. From an unauthenticated client (no cookies/Authorization header), call: curl -i http://<host>:<port>/api/v1/memories/ef 3. Observe the server performs embedding generation and returns a response like:
    • HTTP 200 with JSON containing the result.

How it can be abused / attacker actions:

  • Send repeated requests to /api/v1/memories/ef to:
    • consume CPU/GPU resources (DoS)
    • generate sustained outbound usage to embedding providers if configured (cost + rate-limit exhaustion)
    • degrade latency/availability for legitimate users

Impact

If embeddings are configured to use paid/remote providers (OpenAI/Azure/etc), an attacker can generate unlimited requests and incur charges.

Resolution

Fixed in commit e5035ea31, first released in v0.8.0 (Feb 2026). The /api/v1/memories/ef route was removed entirely. It was a diagnostic/debug-style endpoint that hard-coded "hello world" through the embedding function without any authentication dependency; there was no legitimate caller that depended on it, so deletion was the cleaner fix than retrofitting auth. Users on >= 0.8.0 are not affected.

Affected software

Click a technology to see all vulnerabilities affecting it.

PlatformPackageVulnerable versionsFixed in
Python (PyPI) open-webui < 0.8.0 0.8.0

References

CVSS score 6.5/10
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:L
Weakness (CWE)
CWE-862
Platform
Python (PyPI)
Package
open-webui
Disclosed
14.05.2026
Updated
11.10.2026 14:18

Sources and licenses

OSV / GitHub Advisory Database - PYSEC-2026-2747 - PyPA Advisory Database; CC BY 4.0

OSV / GitHub Advisory Database - GHSA-m69w-p7m4-585j - 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. High · 7.3 CVE-2026-59214 < 0.10.0 0.10.0
  3. High · 8.7 CVE-2026-54011 < 0.9.6 0.9.6
  4. Open WebUI: Unauthenticated endpoint can trigger embedding generation (cost/DoS) this entry
    Medium · 6.5 CVE-2026-45667 < 0.8.0 0.8.0
  5. High · 7.1 CVE-2026-45349 < 0.9.0 0.9.0
  6. High · 7.7 CVE-2026-45303 < 0.6.5 0.6.5
  7. High · 7.1 CVE-2026-44569 < 0.6.19 0.6.19
  8. High · 8.1 CVE-2026-44565 < 0.6.10 0.6.10
  9. High · 7.3 CVE-2026-44566 < 0.1.124 0.1.124
  10. High · 7.3 CVE-2026-44567 < 0.1.124 0.1.124
  11. High · 7.3 CVE-2026-44549 < 0.8.0 0.8.0
  12. Critical · 9.1 CVE-2026-44551 < 0.9.0 0.9.0
  13. High · 7.3 CVE-2026-44721 < 0.9.0 0.9.0
  14. High · 7.7 CVE-2026-34222 < 0.8.11 0.8.11
  15. High · 8.4 CVE-2024-7990 <= 0.3.8 no fix
  16. High · 8.0 CVE-2024-7806 < 0.3.33 0.3.33
  17. High · 7.6 CVE-2024-7053 <= 0.3.8 no fix
  18. High · 8.1 CVE-2024-7043 < 0.3.16 0.3.16
  19. High · 7.5 CVE-2024-7036 <= 0.3.8 no fix
  20. High · 7.5 ghsa-w466-2wfc-8g58 <= 0.3.32 no fix
  21. High · 7.5 CVE-2024-12534 <= 0.3.32 no fix
  22. High · 7.5 CVE-2024-12537 <= 0.3.32 no fix

Know which vulnerabilities affect your application

With the DockRay integration and software inventory enabled, DockRay checks reported component versions against known vulnerabilities and notifies you about confirmed matches. Coverage depends on the supported technology and available advisory data.

Connect your application
DockRay newsletter

Application security in your inbox

Important vulnerabilities, actionable guidance and practical advice for your applications. Choose your technologies and follow what matters to your project.

  • A daily digest of new vulnerabilities, critical ones included.
  • Notifications about important updates.
  • Practical advice on application security and monitoring.

Leave empty to receive updates for every technology.

Free to subscribe. Unsubscribe with one click in any email.