Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain
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AccessAuthenticate with granted account
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ExploitRequest shared target flow via API
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ExecutionReceive owner credentials in cleartext
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ImpactReuse keys against third-party services
Vulnerability Assessment
| Weakness |
CWE
OWASP Top 10:2025
A06:2025 - Insecure Design
ASVS 5.0
V6 - Authentication Credential protection in transit/storage
|
| Exploitation Conditions | Requires an authenticated Langflow OSS account that holds a read or share grant on a target flow owned by another user, and that target flow must contain stored third-party credentials. Exploitation is limited to versions 1.0.0 through 1.12.3 and is only meaningful in multi-user/shared deployments where flows are shared across accounts - a single-user or unshared installation lacks the cross-user grant that the attack depends on. Authentication is required (CVSS PR:L), so this is not remotely exploitable by an unauthenticated attacker; no user interaction by the victim is needed. |
| Impact | This is a moderate-priority credential exposure flaw, not an emergency. The CVSS 3.1 vector (AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N, base 6.5) indicates network-reachable, low-complexity exploitation but requires authentication (PR:L) - specifically an account that already holds a read or share grant on a victim's flow. The high confidentiality impact (C:H) is justified because stored third-party credentials are returned in cleartext, but there is no integrity or availability impact. The vuln.today Decision label is 'this_month,' consistent with a real-but-not-urgent issue. There is no CISA KEV listing (not confirmed actively exploited), no public exploit reference in the input, and no EPSS score provided, so widespread opportunistic exploitation cannot be inferred. The practical risk concentrates in multi-tenant or team Langflow deployments where flows containing API keys/secrets are shared across users; in single-user installations the sharing precondition largely eliminates exploitability. No signals conflict: all available data points to a legitimate but access-gated information-disclosure bug rather than a mass-exploitation threat. |
| Exploit ScenarioDerived | In a shared or multi-user Langflow OSS deployment, an attacker holds a legitimate low-privilege account that has been granted read or share access to a flow built by another user. The attacker queries the flow via the API and receives the owner's stored third-party credentials (e.g., LLM provider or external service API keys) back in cleartext, which can then be reused to access those external services. No public exploit code is referenced in the input, but exploitation is low-complexity once the grant exists. |
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Alert meAnalysisAIv1 – Oct 29, 2026
IBM Langflow OSS 1.0.0 through 1.12.3 can disclose a flow owner's stored third-party credentials in cleartext to an authenticated user who holds a read or share grant on that flow. The flaw is a moderate-priority credential exposure issue that matters in multi-user deployments where flows are shared across accounts; a single-user or unshared installation lacks the cross-user grant the attack depends on. Authentication is required (CVSS PR:L), no victim interaction is needed, and no public exploit identified at time of analysis.
RemediationAI
Patch available per vendor advisory: apply the vendor-supplied fix described in IBM's advisory at https://www.ibm.com/support/pages/node/7293015; the available data confirms a patch is available from the vendor but does not specify an exact fixed version, so consult the advisory for the release that covers 1.0.0 through 1.12.3. Because the flaw exposes stored third-party credentials in cleartext, rotate any credentials held in flows that were shared with other accounts, and review which users hold read or share grants on flows containing secrets. Until the update is applied, the exploitation conditions indicate that reducing read or share grants on flows containing credentials limits the population that can reach them, at the cost of restricting collaboration in multi-user deployments.
Affected VersionsENISA
Affected Packages
Source: OSV (Open Source Vulnerabilities)
Affects your stack
Affects 1 package in euvd
Checking this CVE against your own stacks and servers is part of the Basic plan and up.
Technical ContextAI · show details
The issue is classified as CWE-522 (Insufficiently Protected Credentials) in Langflow OSS, a low-code platform for building LLM applications whose flows can store credentials for third-party services. When a flow is retrieved through the API by a user who has been granted read or share access, the response includes those stored third-party credentials in cleartext rather than redacting them, so the access grant intended to expose workflow logic also exposes the owner's secrets. The CPE cpe:2.3:a:ibm:langflow_oss confirms the affected package, and the CVSS vector CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N describes a network-reachable, low-complexity attack that requires a low-privileged authenticated account, has no user-interaction requirement, and results in high confidentiality impact with no integrity or availability impact. The defect is limited to versions 1.0.0 through 1.12.3 and is only meaningful where flows are shared between accounts.
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Severity by source
AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
Network API access with an authenticated low-privilege grant (PR:L) and no user interaction yields cleartext credential disclosure, so C:H with I:N/A:N and scope unchanged.
Primary rating from Vendor (ibm).
CVSS VectorVendor: ibm
DescriptionCVE.org
IBM Langflow OSS 1.0.0 through 1.12.3 could allow an authenticated attacker with a read or share grant on a target flow to retrieve the flow owner's stored third-party credentials in cleartext from the API response.
Threat Intelligence Overview
How this decision was reached
The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.
What every action level means
SSVC AssessmentENISA
Priority Score
Attack Technique
Information disclosure occurs when an application unintentionally exposes sensitive data that aids attackers in reconnaissance or directly compromises security.
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EUVD-2026-113147
GHSA-x3fg-vj5r-7xx3
NVD
CVE.org
EPSS
Vulnrichment
Exploit-DB