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Langflow OSS EUVDEUVD-2026-113158

| CVE-2026-77817 MEDIUM
Information Exposure (CWE-200)
2026-10-29 ibm GHSA-ggcq-cx89-q22w
6.5
CVSS 3.1 · NVD
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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain

  1. Access
    Authenticate with low-privilege Langflow account
  2. Exploit
    Invoke flow/project export feature
  3. Execution
    Secrets left unsanitized in export artifact
  4. Impact
    Harvest exposed credentials and API keys

Vulnerability Assessment

Weakness
CWE
OWASP Top 10:2025
A01:2025 - Broken Access Control
ASVS 5.0
V14 - Data Protection Data exposure prevention
MITRE ATT&CK

2 techniques across 2 tactics: Collection, Discovery

The technique list with ATT&CK links and the kill-chain view is part of the Basic plan and up.

Exploitation Conditions

Requires an authenticated session on the Langflow OSS instance (a valid account at low privilege, matching PR:L) plus use of the flow-export or project-export functionality; the exported artifact fails to sanitize embedded secrets, disclosing them to the exporting user. Exploitation is limited by the need for valid credentials and by the fact that it only exposes secrets already stored within accessible flows/projects - it does not grant code execution, modification, or denial of service. The precise secrets leaked and whether low-privilege users can export flows they do not own are not detailed in the available sources; updating to the IBM-patched version is the remediation the vendor provides.

Impact

This is a moderate-priority information-disclosure issue, not a drop-everything emergency, and the available signals are internally consistent. The CVSS 3.1 vector (AV:N/AC:L/PR:L/UI:N, C:H/I:N/A:N, scope unchanged) describes a network-reachable but authenticated flaw: an attacker needs valid low-privilege credentials, there is no integrity or availability impact, and the only consequence is confidentiality loss (exposed secrets). The vuln.today decision label is 'this_month', which aligns with a 6.5/Medium severity that is real but bounded by the authentication requirement. No EPSS score, no CISA KEV listing, and no PoC or exploit reference are present in the input, so there is no evidence of active or imminent mass exploitation - this looks like a hygiene/remediation item rather than a widely-weaponized threat. The main judgment call is the confidentiality impact: C:H is appropriate if the leaked secrets are high-value credentials (API keys, model-provider tokens, datastore passwords embedded in flows), which is plausible given the product's purpose, but the input does not enumerate exactly which secrets leak, so the severity of downstream compromise depends on what the victim stored in their flows. No signals conflict; the chief limiting factor is that exploitation requires an authenticated account.

Exploit ScenarioDerived

A remote attacker who already holds a valid low-privilege Langflow OSS account uses the built-in flow or project export feature; because secrets are not properly sanitized before export, the resulting export artifact contains credentials (such as API keys or connection secrets) the user embedded in their flows. The attacker reads these secrets from the export and can reuse them against the referenced external services. No public exploit identified at time of analysis.

This Month Plan within 30 days. Why: MEDIUM severity (CVSS 4.0-6.9).
Patch available 0.3% exploitation probability (EPSS)

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AnalysisAIv1 – Oct 29, 2026

IBM Langflow OSS 1.0.0 through 1.12.4 does not properly sanitize secrets embedded in flows and projects when they are exported, so an authenticated remote user (CVSS PR:L) can obtain sensitive information that should have been stripped from the exported artifact, with confidentiality impact rated High and no integrity or availability effect. Exploitation requires a valid low-privilege account plus use of the flow-export or project-export functionality; the issue yields information disclosure only, not code execution or modification. No public exploit code was identified at time of analysis, no CISA KEV entry applies, and the vendor priority is this_month: Vendor-released patch available per the IBM advisory at https://www.ibm.com/support/pages/node/7293016.

RemediationAI

Vendor-released patch available per the IBM advisory: upgrade Langflow OSS to the IBM-patched release documented at https://www.ibm.com/support/pages/node/7293016, which is the remediation the vendor provides and the only fix reference present in the available data; the advisory should be consulted for the exact fixed build numbers, as a specific fix version is not stated in the supplied input. Because the leak occurs only through the export functionality and only exposes secrets already stored in flows and projects the exporting user can reach, keeping the instance at a patched level is the complete fix. No workaround is documented in the available sources, and the priority label this_month means this should be scheduled in the current patch cycle rather than treated as an emergency.

Affected VersionsENISA

Langflow OSS 1.0.0 ≤1.12.4

Affected Packages

euvd langflow_oss no fix

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 weakness is classified as CWE-200 (Exposure of Sensitive Information to an Unauthorized Actor) in Langflow OSS, IBM's build of the Langflow low-code LLM application builder. Langflow stores flow definitions and project bundles that can contain credentials, API keys and other connection secrets; the export paths that serialize these objects into downloadable artifacts fail to sanitize those embedded secrets, so the secrets travel with the export instead of being removed or masked. The affected package is identified by CPE cpe:2.3:a:ibm:langflow_oss:*:*:*:*:*:*:*:* with EUVD listing the range 1.0.0 through 1.12.4. The assessed vector CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N confirms the attack is network-reachable, needs a low-privileged authenticated session and no user interaction, and is scoped to confidentiality only. The sources do not specify which particular secrets are leaked, nor whether a low-privilege user can export flows or projects they do not own; those two points remain unverified, and the trigger details beyond the export functionality are not described in the available sources.

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Severity by source

Vendor (ibm) PRIMARY MEDIUM
NVD 6.5 MEDIUM
AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
vuln.today AI 6.5 MEDIUM

Network-reachable export feature usable by an authenticated low-privilege user (PR:L, AV:N, AC:L, UI:N); leaked secrets give high confidentiality impact only, with no integrity or availability effect.

3.1 AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
4.0 AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N

Primary rating from Vendor (ibm).

CVSS VectorNVD

Attack Vector
Network
Attack Complexity
Low
Privileges Required
Low
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
None
Availability
None

DescriptionNVD

IBM Langflow OSS 1.0.0 through 1.12.4 could allow a remote authenticated attacker to obtain sensitive information due to improper sanitization of secrets during flow and project exports.

Threat Intelligence Overview

EPSS Score
0.3%
Top 73% exploitable
Prevalence
Low
niche open-source LLM app-builder, limited production deployment footprint
Data Quality
3 sources
Confidence: Low

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.

SignalValue
Severity MEDIUM
CISA KEV No
Public POC No
EPSS 0.3%
Patch available Yes
Active threat No
Deciding rule
MEDIUM severity (CVSS 4.0-6.9)
What every action level means
Emergency Immediate action required. Criteria: CRITICAL + in CISA KEV (actively exploited) without patch, OR CRITICAL + EPSS > 30% without patch, OR CRITICAL + active threat signals without patch.
Act Now Prioritize within 24-48h. Criteria: in KEV with patch available, OR CRITICAL + public POC, OR HIGH + EPSS > 10%, OR CRITICAL + active threat, OR any CRITICAL severity.
This Week Schedule remediation this week. Criteria: HIGH severity (CVSS 7.0-8.9). Patch within normal change window.
This Month Plan within 30 days. Criteria: MEDIUM severity (CVSS 4.0-6.9), lower exploitation probability. Include in regular patch cycle.
Monitor Track and reassess. Criteria: LOW severity (CVSS 0.1-3.9), minimal exploitation risk. No immediate action needed.

SSVC AssessmentENISA

SSVC Decision· derived
Scheduled
Exploitation· derived
None
System Exposure· derived
Open
Automatable· derived
No
Human Impact· derived
Medium

Priority Score

32
Low Medium High Critical
KEV: 0
EPSS: 0
CVSS: +32
PoC: 0
Weaponized: 0
Threat intel: 0
Gov advisory: 0

Attack Technique

Information disclosure occurs when an application unintentionally exposes sensitive data that aids attackers in reconnaissance or directly compromises security.

CVE-2026-9198 CRITICAL POC
9.8 Jul 17

Unauthenticated remote code execution in IBM Langflow OSS versions 1.0.0 through 1.10.0 lets any network-reachable attac

CVE-2026-19295 CRITICAL POC
9.9 Aug 28

Authenticated command injection in IBM Langflow OSS 1.0.0 through 1.11.1 lets any logged-in flow user escalate to arbitr

CVE-2026-7873 CRITICAL POC
9.9 Jun 30

Code injection in IBM Langflow OSS versions 1.0.0 through 1.10.0 lets an authenticated user execute arbitrary operating-

CVE-2026-93674 CRITICAL POC
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Unauthenticated remote code execution in IBM Langflow OSS 1.0.0 through 1.12.2 lets any attacker who can reach the servi

CVE-2026-18729 HIGH POC
8.8 Aug 28

Remote code execution in IBM Langflow OSS 1.0.0 through 1.11.1 allows a network-accessible authenticated attacker with l

CVE-2026-93680 CRITICAL POC
9.8 Oct 29

IBM Langflow OSS 1.0.0 through 1.12.8 allows unauthenticated remote attackers to bypass security restrictions through im

CVE-2026-10561 CRITICAL POC
10.0 Jun 22

Unauthenticated remote code execution in IBM Langflow OSS versions 1.0.0 through 1.9.3 allows attackers to fully comprom

CVE-2026-12940 CRITICAL POC
9.8 Jul 30

Unauthenticated remote code execution in IBM Langflow OSS 1.0.0 through 1.10.1 allows remote attackers to run arbitrary

CVE-2026-9103 CRITICAL POC
9.8 Jul 17

Authentication bypass in IBM Langflow OSS 1.0.0 through 1.10.0 lets an unauthenticated remote attacker retrieve a long-l

CVE-2026-81204 CRITICAL
9.8 Sep 10

Remote code execution in IBM Langflow OSS versions 1.0.0 through 1.11.5 allows an unauthenticated remote attacker to run

CVE-2026-79724 CRITICAL
9.8 Sep 10

Remote OS command execution in IBM Langflow OSS (versions 1.0.0 through 1.11.5) lets remote attackers run arbitrary oper

CVE-2026-7646 MEDIUM POC
6.5 Aug 05

Path traversal in IBM Langflow OSS 1.0.0-1.10.3 exposes arbitrary server filesystem files via a crafted MCP `resources/r

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