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CVE-2026-41279

Flowise: Unauthenticated TTS endpoint accepts arbitrary credential IDs — enables API credit abuse via stored credentials

8.2 HighFix available

Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.0, the text-to-speech generation endpoint (POST /api/v1/text-to-speech/generate) is whitelisted (no auth) and accepts a credentialId directly in the request body. When called without a chatflowId, the endpoint uses the provided credentialId to decrypt the stored credential (e.g., OpenAI or ElevenLabs API key) and generate speech. This vulnerability is fixed in 3.1.0.

Attack profile

How easy it is to exploit

Attack vector
Network
Complexity
High
Privileges needed
None
User interaction
None

What an attacker can affect

Confidentiality
None
Integrity
None
Availability
High

Exploit likelihood

0.26%Up 0.2 points since Apr 24, 2026
90%50%10%1%

What each source reports

CVE List Score used 8.2

Flowise: Unauthenticated TTS endpoint accepts arbitrary credential IDs — enables API credit abuse via stored credentials

Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.0, the text-to-speech generation endpoint (POST /api/v1/text-to-speech/generate) is whitelisted (no auth) and accepts a credentialId directly in the request body. When called without a chatflowId, the endpoint uses the provided credentialId to decrypt the stored credential (e.g., OpenAI or ElevenLabs API key) and generate speech. This vulnerability is fixed in 3.1.0.

Record
CVE-2026-41279
CVSS 4.0
8.2 HighCVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
Weakness
CWE-639
Updated
2026-11-02
EUVDEUVD-2026-25298 8.2

Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.0, the text-to-speech generation endpoint (POST /api/v1/text-to-speech/generate) is whitelisted (no auth) and accepts a credentialId directly in the request body. When called without a chatflowId, the endpoint uses the provided credentialId to decrypt the stored credential (e.g., OpenAI or ElevenLabs API key) and generate speech. This vulnerability is fixed in 3.1.0.

Record
EUVD-2026-25298
CVSS 4.0
8.2 HighCVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
Updated
2026-11-02
GitHub AdvisoriesGHSA-5fw2-mwhh-9947 8.2

Flowise: Unauthenticated TTS endpoint accepts arbitrary credential IDs — enables API credit abuse via stored credentials

Summary

The text-to-speech generation endpoint (POST /api/v1/text-to-speech/generate) is whitelisted (no auth) and accepts a credentialId directly in the request body. When called without a chatflowId, the endpoint uses the provided credentialId to decrypt the stored credential (e.g., OpenAI or ElevenLabs API key) and generate speech.

Root Cause

// packages/server/src/controllers/text-to-speech/index.ts:58-64
} else {
    // Use TTS config from request body
    provider = bodyProvider
    credentialId = bodyCredentialId  // ← attacker-controlled credential ID
    voice = bodyVoice
    model = bodyModel
}

Docker Validation

POST /api/v1/text-to-speech/generate with arbitrary credentialId in body: endpoint processes request, sends SSE tts_start event, only fails when credential doesn't exist — proves code path runs without authentication.

Impact

  • Use victim's API keys (OpenAI, ElevenLabs, Azure, Google) without authorization
  • Burn API credits on the victim's account
  • Generate unlimited speech content at victim's expense
  • Combined with credential ID leak from Finding 2, this is trivially exploitable

Suggested Fix

Remove the TTS endpoint from WHITELIST_URLS or validate that the credential belongs to the chatflow being used:

// Only allow credentialId when it matches the chatflow's TTS configuration
if (!chatflowId) {
    return res.status(401).json({ message: 'Authentication required' })
}

References

  • packages/server/src/controllers/text-to-speech/index.ts lines 10-162
  • packages/server/src/utils/constants.ts line 41 (whitelist entry)

Credits

Record
GHSA-5fw2-mwhh-9947
CVSS 4.0
8.2 HighCVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
CVSS 3.1
7.5 HighCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Weakness
CWE-639
Updated
2026-11-02
NVD 8.2

Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.0, the text-to-speech generation endpoint (POST /api/v1/text-to-speech/generate) is whitelisted (no auth) and accepts a credentialId directly in the request body. When called without a chatflowId, the endpoint uses the provided credentialId to decrypt the stored credential (e.g., OpenAI or ElevenLabs API key) and generate speech. This vulnerability is fixed in 3.1.0.

Record
CVE-2026-41279
CVSS 4.0
8.2 HighCVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
CVSS 3.1
7.5 HighCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Weakness
CWE-639
Updated
2026-11-02
OSV 8.2

Flowise: Unauthenticated TTS endpoint accepts arbitrary credential IDs — enables API credit abuse via stored credentials

Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.0, the text-to-speech generation endpoint (POST /api/v1/text-to-speech/generate) is whitelisted (no auth) and accepts a credentialId directly in the request body. When called without a chatflowId, the endpoint uses the provided credentialId to decrypt the stored credential (e.g., OpenAI or ElevenLabs API key) and generate speech. This vulnerability is fixed in 3.1.0.

Record
CVE-2026-41279
CVSS 4.0
8.2 HighCVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
Weakness
CWE-639
Updated
2026-11-02
OSVGHSA-5fw2-mwhh-9947 8.2

Flowise: Unauthenticated TTS endpoint accepts arbitrary credential IDs — enables API credit abuse via stored credentials

Summary

The text-to-speech generation endpoint (POST /api/v1/text-to-speech/generate) is whitelisted (no auth) and accepts a credentialId directly in the request body. When called without a chatflowId, the endpoint uses the provided credentialId to decrypt the stored credential (e.g., OpenAI or ElevenLabs API key) and generate speech.

Root Cause

// packages/server/src/controllers/text-to-speech/index.ts:58-64
} else {
    // Use TTS config from request body
    provider = bodyProvider
    credentialId = bodyCredentialId  // ← attacker-controlled credential ID
    voice = bodyVoice
    model = bodyModel
}

Docker Validation

POST /api/v1/text-to-speech/generate with arbitrary credentialId in body: endpoint processes request, sends SSE tts_start event, only fails when credential doesn't exist — proves code path runs without authentication.

Impact

  • Use victim's API keys (OpenAI, ElevenLabs, Azure, Google) without authorization
  • Burn API credits on the victim's account
  • Generate unlimited speech content at victim's expense
  • Combined with credential ID leak from Finding 2, this is trivially exploitable

Suggested Fix

Remove the TTS endpoint from WHITELIST_URLS or validate that the credential belongs to the chatflow being used:

// Only allow credentialId when it matches the chatflow's TTS configuration
if (!chatflowId) {
    return res.status(401).json({ message: 'Authentication required' })
}

References

  • packages/server/src/controllers/text-to-speech/index.ts lines 10-162
  • packages/server/src/utils/constants.ts line 41 (whitelist entry)

Credits

Record
GHSA-5fw2-mwhh-9947
CVSS 4.0
8.2 HighCVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
CVSS 3.1
7.5 HighCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Weakness
CWE-639
Updated
2026-11-02

Affected products

Affected packages

Affected packages
PackageAffectedFixed
flowise
npm
through 3.0.13
3.1.0
flowise
npm
before 3.1.0
3.1.0

History

History
RecordedChangedSources
first indexedCVE List, EUVD, GitHub Advisories, NVD, OSV

Dates are when Every CVE recorded each change. Upstream dates may differ.

In short

CVE-2026-41279 is a high vulnerability (CVSS 8.2) in Flowiseai Flowise, published April 17, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.26%, the 17th percentile. Fixed in flowise 3.1.0.

References

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