{"id":"EUVD-2026-25298","revision":null,"records":[{"revision":"f9e12ca657b149abb273adb58dc23372","observedAt":"2026-10-23T15:48:27.903+00:00","statement":{"source":"cve-program","id":"CVE-2026-41279","aliases":[],"title":"Flowise: Unauthenticated TTS endpoint accepts arbitrary credential IDs — enables API credit abuse via stored credentials","description":"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.","state":0,"publishedAt":"2026-04-23T19:53:15.237+00:00","modifiedAt":"2026-04-23T20:18:05.355+00:00","affected":[{"ecosystem":"Vendor product","name":"Flowise","ranges":[],"versions":[],"rawVersionEvidence":"{\n                    \"vendor\": \"FlowiseAI\",\n                    \"product\": \"Flowise\",\n                    \"versions\": [\n                        {\n                            \"version\": \"< 3.1.0\",\n                            \"status\": \"affected\"\n                        }\n                    ]\n                }"}],"metrics":[{"system":"CVSS 4.0","vector":"CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","score":8.2,"severity":"HIGH"}],"references":["https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-5fw2-mwhh-9947"],"sourceUrl":"https://www.cve.org/CVERecord?id=CVE-2026-41279","license":"CVE Program Terms of Use","key":"cve-program:CVE-2026-41279","identifiers":["CVE-2026-41279"]},"retained":false,"historicalAffected":[]},{"revision":"17d60d4b23c74e27accb6121668a0814","observedAt":"2026-10-28T05:07:44.344+00:00","statement":{"source":"euvd","id":"EUVD-2026-25298","aliases":["CVE-2026-41279"],"title":"Flowise is a drag & drop user interface to build a customized large language model flow. 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Complete affected data, logical configurations and SSVC are retained in the original JSON."},"key":"nvd:CVE-2026-41279","identifiers":["CVE-2026-41279"]},"retained":false,"historicalAffected":[]},{"revision":"ebd8de09fb0b4416917c70bb0b961348","observedAt":"2026-10-24T13:17:17.793+00:00","statement":{"source":"osv","id":"GHSA-5fw2-mwhh-9947","aliases":["CVE-2026-41279"],"title":"Flowise: Unauthenticated TTS endpoint accepts arbitrary credential IDs — enables API credit abuse via stored credentials","description":"### Summary\n\nThe 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.\n\n### Root Cause\n\n```typescript\n// packages/server/src/controllers/text-to-speech/index.ts:58-64\n} else {\n    // Use TTS config from request body\n    provider = bodyProvider\n    credentialId = bodyCredentialId  // ← attacker-controlled credential ID\n    voice = bodyVoice\n    model = bodyModel\n}\n```\n\n### Docker Validation\n\n`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.\n\n### Impact\n\n- Use victim's API keys (OpenAI, ElevenLabs, Azure, Google) without authorization\n- Burn API credits on the victim's account\n- Generate unlimited speech content at victim's expense\n- Combined with credential ID leak from Finding 2, this is trivially exploitable\n\n### Suggested Fix\n\nRemove the TTS endpoint from `WHITELIST_URLS` or validate that the credential belongs to the chatflow being used:\n\n```typescript\n// Only allow credentialId when it matches the chatflow's TTS configuration\nif (!chatflowId) {\n    return res.status(401).json({ message: 'Authentication required' })\n}\n```\n\n---\n\n## References\n\n- `packages/server/src/controllers/text-to-speech/index.ts` lines 10-162\n- `packages/server/src/utils/constants.ts` line 41 (whitelist entry)\n\n## Credits\n- Shinobi Security - https://github.com/shinobisecurity","state":0,"publishedAt":"2026-04-17T21:35:14+00:00","modifiedAt":"2026-05-05T16:11:36.269276+00:00","affected":[{"ecosystem":"npm","name":"flowise","ranges":[{"type":"SEMVER","events":[{"kind":"introduced","version":"0"},{"kind":"fixed","version":"3.1.0"}]}],"versions":[],"rawVersionEvidence":null}],"metrics":[{"system":"CVSS_V3","vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","score":null,"severity":null},{"system":"CVSS_V4","vector":"CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","score":null,"severity":null},{"system":"Publisher rating","vector":null,"score":null,"severity":"HIGH"}],"references":["https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-5fw2-mwhh-9947","https://nvd.nist.gov/vuln/detail/CVE-2026-41279","https://github.com/FlowiseAI/Flowise"],"sourceUrl":"https://github.com/advisories/GHSA-5fw2-mwhh-9947","license":"GitHub Advisory Database · CC-BY-4.0","key":"osv:GHSA-5fw2-mwhh-9947","identifiers":["GHSA-5fw2-mwhh-9947","CVE-2026-41279"]},"retained":false,"historicalAffected":[]}],"coverage":[{"source":"cisa-kev:global","scope":"Complete CISA KEV catalog; all vendors. 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