Severity by source
AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:L/A:N
Network-accessible API endpoints, PR:L for mandatory authentication, C:H for full cross-user chat history disclosure, I:L for message injection via store_message, no availability impact.
Primary rating from Vendor (ibm).
CVSS VectorVendor: ibm
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:L/A:N
Lifecycle Timeline
2DescriptionCVE.org
IBM Langflow OSS 1.0.0 through 1.10.3 contain an authorization bypass vulnerability in the MemoryComponent that allows authenticated users to access chat history of other users via session_id collision. The MemoryComponent.retrieve_messages and store_message methods filter on session_id without validating flow_id or user_id ownership, enabling cross-user information disclosure through multiple authenticated API endpoints including /api/v1/run/*, /api/v1/responses, and /api/v2/workflow/*. This vulnerability only affects multi-user deployments with LANGFLOW_AUTO_LOGIN=False.
AnalysisAI
Cross-user chat history disclosure in IBM Langflow OSS 1.0.0-1.10.3 allows any authenticated user to read other users' conversation history by exploiting session_id collision in the MemoryComponent. The MemoryComponent.retrieve_messages and store_message methods validate only session_id when filtering records, omitting flow_id and user_id ownership checks, which exposes multiple REST API endpoints to unauthorized cross-user data access. …
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Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata
Vulnerability AssessmentAI
| Exploitation | Exploitation requires all of the following: (1) a multi-user Langflow OSS deployment with LANGFLOW_AUTO_LOGIN=False explicitly configured - single-user and default-mode deployments are fully excluded; (2) the attacker must hold a valid authenticated account on the target instance (CVSS PR:L confirmed); (3) the attacker must obtain or successfully guess a valid session_id belonging to another user, which may be predictable depending on session_id generation logic. … Additional conditions and limiting factors are described in the full assessment. |
| Risk Assessment | The CVSS 3.1 vector AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:L/A:N scoring 7.1 is well-grounded: network reachability, low complexity, and High confidentiality impact accurately reflect the ease and consequence of exploitation for an authenticated attacker. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in. |
| Exploit Scenario | An authenticated user in a multi-user Langflow deployment enumerates or guesses a valid session_id belonging to a colleague, then issues a crafted GET request to /api/v1/responses or /api/v2/workflow/* with that session_id. The MemoryComponent returns the victim's full chat history without validating that the requesting user owns the session, exposing potentially sensitive AI workflow conversations including business logic, credentials, or confidential query content. |
| Remediation | Apply the vendor-released patch per IBM advisory at https://www.ibm.com/support/pages/node/7282647. … Detailed patch versions, workarounds, and compensating controls in full report. |
Recommended ActionAI
Within 24 hours, identify all Langflow deployments and confirm whether versions 1.0.0-1.10.3 are in use and configured for multi-user access. …
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-53552
GHSA-vph6-jp7f-x3cx