CVE-2026-46480
Flowise: Evaluator create+update mass-assignment allows cross-workspace evaluator takeover
Flowise is a drag & drop user interface to build a customized large language model flow. Prior to version 3.1.2, evaluator create and update mass-assignment allows cross-workspace evaluator takeover. This issue has been patched in version 3.1.2.
Attack profile
How easy it is to exploit
- Attack vector
- Network
- Complexity
- Low
- Privileges needed
- Low
- User interaction
- None
What an attacker can affect
- Confidentiality
- High
- Integrity
- High
- Availability
- High
Exploit likelihood
What each source reports
CVE List Score used
7.7
Flowise: Evaluator create+update mass-assignment allows cross-workspace evaluator takeover
Flowise is a drag & drop user interface to build a customized large language model flow. Prior to version 3.1.2, evaluator create and update mass-assignment allows cross-workspace evaluator takeover. This issue has been patched in version 3.1.2.
- Record
CVE-2026-46480- CVSS 4.0
- 7.7 High
CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - Weakness
- CWE-915
- Updated
- 2026-11-02
EUVDEUVD-2026-35117
7.7
Flowise is a drag & drop user interface to build a customized large language model flow. Prior to version 3.1.2, evaluator create and update mass-assignment allows cross-workspace evaluator takeover. This issue has been patched in version 3.1.2.
- Record
EUVD-2026-35117- CVSS 4.0
- 7.7 High
CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - Updated
- 2026-11-02
GitHub AdvisoriesGHSA-wxrr-jp8m-qq7f
7.7
FlowiseAI: Evaluator create+update mass-assignment allows cross-workspace evaluator takeover
Summary
Type: Mass assignment via Object.assign(entity, body) -> client-controlled workspaceId (and on create, id) overwritten on the Evaluator entity -> cross-workspace data takeover and IDOR.
File: packages/server/src/Interface.Evaluation.ts
Root cause: The Evaluator controller/service constructs a new Evaluator() and copies the request body into it via Object.assign(...) without an explicit field allowlist. The request body therefore can include workspaceId, id, createdDate, updatedDate. The server only rebinds some of these after the assign (e.g. on create, it overwrites workspaceId but not id; on update, it overwrites id but not workspaceId). The remaining client-controlled values land directly on the persisted row, breaking workspace isolation. Same root pattern as the evaluator entity's sibling controllers and as DocumentStore before it was patched in commit 840d2ae.
Affected Code
File: packages/server/src/Interface.Evaluation.ts
// at line 85
Object.assign(newEvaluator, body) // <-- BUG: body.id, body.workspaceId, body.createdDate, body.updatedDate accepted
Why it's wrong: Object.assign(target, source) copies every own enumerable property of source onto target. The TypeORM/SQL persistence layer below it does not strip ownership-bearing columns, so workspaceId set in the request body lands as the new workspaceId of the persisted row. The DocumentStore patch (commit 840d2ae) demonstrated the intended fix shape (explicit field-by-field allowlist) but it has not been applied to this entity.
Exploit Chain
- Attacker is an authenticated member of workspace A. They have a session cookie / JWT for the Flowise web UI. State at this point: attacker can read and write entities scoped to workspace A.
- Attacker creates a evaluator in workspace A via the documented API (or reuses an existing one they own). They note its entity
id. - Attacker issues a
PUT /api/v1/evaluators/<id>(or equivalent endpoint) with a JSON body that includes"workspaceId": "<workspace-B-id>"(an arbitrary other workspace's UUID). State at this point: the request reaches the controller as a workspace-A authenticated request. - The controller calls
Object.assign(updateEntity, body). The body'sworkspaceIdoverwrites the entity'sworkspaceIdfield. The persistence layer commits the row. - Final state: the evaluator row is now owned by workspace B. Workspace B members can see it, modify it, and use it. Workspace A loses access (it no longer satisfies their workspace filter). The original creator's workspace audit shows nothing because the operation looked like a normal update.
Security Impact
Severity: High. Cross-workspace boundary violation by any authenticated workspace member.
Attacker capability: Any authenticated user with permission to update a evaluator can move it to any workspace whose UUID they can guess or enumerate (workspace UUIDs are exposed in many API responses, so enumeration is trivial). Evaluators score model outputs and can be moved into another workspace via workspaceId overwrite, making the evaluator (and its scoring rubric) appear there.
Preconditions: Authenticated session with edit permission for the source evaluator. No second factor required. Workspace UUIDs are exposed via the /api/v1/workspaces listing or via any cross-referenced object's workspaceId field, so target enumeration is trivial.
Differential: PoC-verified by source inspection of the original GHSA-q4pr-4r26-c69r. Patched build (with the suggested fix below) refuses the workspaceId field; vulnerable build accepts it and persists it.
Suggested Fix
Already fixed in PR https://github.com/FlowiseAI/Flowise/pull/6050 (allowlist pattern applied).
// Allowlist pattern (matches commit 840d2ae for DocumentStore):
const updatedEvaluator = new Evaluator()
if (body.<allowed_field_1> !== undefined) updatedEvaluator.<allowed_field_1>…
- Record
GHSA-wxrr-jp8m-qq7f- CVSS 4.0
- 7.7 High
CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS 3.1
- 8.8 High
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H - Weakness
- CWE-915
- Updated
- 2026-11-02
NVD
7.7
Flowise is a drag & drop user interface to build a customized large language model flow. Prior to version 3.1.2, evaluator create and update mass-assignment allows cross-workspace evaluator takeover. This issue has been patched in version 3.1.2.
- Record
CVE-2026-46480- CVSS 4.0
- 7.7 High
CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:H/VI:H/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
- 8.8 High
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H - Weakness
- CWE-915
- Updated
- 2026-11-02
OSV
7.7
Flowise: Evaluator create+update mass-assignment allows cross-workspace evaluator takeover
Flowise is a drag & drop user interface to build a customized large language model flow. Prior to version 3.1.2, evaluator create and update mass-assignment allows cross-workspace evaluator takeover. This issue has been patched in version 3.1.2.
- Record
CVE-2026-46480- CVSS 4.0
- 7.7 High
CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - Weakness
- CWE-915
- Updated
- 2026-11-02
OSVGHSA-wxrr-jp8m-qq7f
7.7
FlowiseAI: Evaluator create+update mass-assignment allows cross-workspace evaluator takeover
Summary
Type: Mass assignment via Object.assign(entity, body) -> client-controlled workspaceId (and on create, id) overwritten on the Evaluator entity -> cross-workspace data takeover and IDOR.
File: packages/server/src/Interface.Evaluation.ts
Root cause: The Evaluator controller/service constructs a new Evaluator() and copies the request body into it via Object.assign(...) without an explicit field allowlist. The request body therefore can include workspaceId, id, createdDate, updatedDate. The server only rebinds some of these after the assign (e.g. on create, it overwrites workspaceId but not id; on update, it overwrites id but not workspaceId). The remaining client-controlled values land directly on the persisted row, breaking workspace isolation. Same root pattern as the evaluator entity's sibling controllers and as DocumentStore before it was patched in commit 840d2ae.
Affected Code
File: packages/server/src/Interface.Evaluation.ts
// at line 85
Object.assign(newEvaluator, body) // <-- BUG: body.id, body.workspaceId, body.createdDate, body.updatedDate accepted
Why it's wrong: Object.assign(target, source) copies every own enumerable property of source onto target. The TypeORM/SQL persistence layer below it does not strip ownership-bearing columns, so workspaceId set in the request body lands as the new workspaceId of the persisted row. The DocumentStore patch (commit 840d2ae) demonstrated the intended fix shape (explicit field-by-field allowlist) but it has not been applied to this entity.
Exploit Chain
- Attacker is an authenticated member of workspace A. They have a session cookie / JWT for the Flowise web UI. State at this point: attacker can read and write entities scoped to workspace A.
- Attacker creates a evaluator in workspace A via the documented API (or reuses an existing one they own). They note its entity
id. - Attacker issues a
PUT /api/v1/evaluators/<id>(or equivalent endpoint) with a JSON body that includes"workspaceId": "<workspace-B-id>"(an arbitrary other workspace's UUID). State at this point: the request reaches the controller as a workspace-A authenticated request. - The controller calls
Object.assign(updateEntity, body). The body'sworkspaceIdoverwrites the entity'sworkspaceIdfield. The persistence layer commits the row. - Final state: the evaluator row is now owned by workspace B. Workspace B members can see it, modify it, and use it. Workspace A loses access (it no longer satisfies their workspace filter). The original creator's workspace audit shows nothing because the operation looked like a normal update.
Security Impact
Severity: High. Cross-workspace boundary violation by any authenticated workspace member.
Attacker capability: Any authenticated user with permission to update a evaluator can move it to any workspace whose UUID they can guess or enumerate (workspace UUIDs are exposed in many API responses, so enumeration is trivial). Evaluators score model outputs and can be moved into another workspace via workspaceId overwrite, making the evaluator (and its scoring rubric) appear there.
Preconditions: Authenticated session with edit permission for the source evaluator. No second factor required. Workspace UUIDs are exposed via the /api/v1/workspaces listing or via any cross-referenced object's workspaceId field, so target enumeration is trivial.
Differential: PoC-verified by source inspection of the original GHSA-q4pr-4r26-c69r. Patched build (with the suggested fix below) refuses the workspaceId field; vulnerable build accepts it and persists it.
Suggested Fix
Already fixed in PR https://github.com/FlowiseAI/Flowise/pull/6050 (allowlist pattern applied).
// Allowlist pattern (matches commit 840d2ae for DocumentStore):
const updatedEvaluator = new Evaluator()
if (body.<allowed_field_1> !== undefined) updatedEvaluator.<allowed_field_1>…
- Record
GHSA-wxrr-jp8m-qq7f- CVSS 4.0
- 7.7 High
CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS 3.1
- 8.8 High
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H - Weakness
- CWE-915
- Updated
- 2026-11-02
Affected products
Affected packages
History
| Recorded | Changed | Sources |
|---|---|---|
| first indexed | CVE List, EUVD, GitHub Advisories, NVD, OSV |
Dates are when Every CVE recorded each change. Upstream dates may differ.
In short
CVE-2026-46480 is a high vulnerability (CVSS 7.7) in Flowiseai Flowise, published May 14, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.34%, the 27th percentile. Fixed in flowise 3.1.2.
References
github.com/FlowiseAI/Flowise/security/advisories/GHSA-wxrr-jp8m-qq7f
github.com/FlowiseAI/Flowise/releases/tag/flowise%403.1.2
github.com/FlowiseAI/Flowise/pull/6050
github.com/FlowiseAI/Flowise/commit/dc07f4062b852033554543a3cff3daf3433b0dac
nvd.nist.gov/vuln/detail/CVE-2026-46480
github.com/advisories/GHSA-wxrr-jp8m-qq7f
github.com/CVEProject/cvelistV5/tree/main/cves/2026/46xxx/CVE-2026-46480.json
github.com/FlowiseAI/Flowise
Left out here: the rest of 2 source descriptions. The JSON record has them.