CVE-2026-19302: Langflow: symlink flaw leaks sensitive files

MEDIUM
Published September 4, 2026
CISO Take

IBM Langflow OSS versions 1.0.0 through 1.11.2 fail to properly validate symbolic links, letting an authenticated attacker with only low privileges read files outside the directories the application intends to expose. Langflow is a widely used visual builder for LLM and agent pipelines, so this is not a fringe tool — a successful read could surface API keys, provider credentials, flow configuration secrets, or other tenants' project data stored on the host. There's no CISA KEV listing, no public exploit code, and no Nuclei template as of this writing, and EPSS data isn't yet available, so this reads as a low-noise but real risk rather than an emergency. Because exploitation requires network access plus a valid low-privilege account (CVSS 6.5, AC:L, PR:L, UI:N) and yields confidentiality impact only, prioritize it above routine patching but below anything actively exploited. Upgrade past 1.11.2 as soon as IBM/Langflow publishes a fixed release, and in the meantime audit which users hold accounts on multi-tenant Langflow instances and check for anomalous file-read patterns in application logs.

Sources:NVDibm.comATLAS

What is the risk?

Medium severity (CVSS 6.5) driven entirely by a high confidentiality impact with no integrity or availability effect. The attack requires network access, low privileges, and no user interaction, and complexity is low — so once an attacker has any account on a shared or multi-tenant Langflow deployment, exploitation is straightforward. Mitigating factors: no evidence of active exploitation, absence from CISA KEV, no public PoC or scanner template, and EPSS scoring unavailable, suggesting this is not yet being targeted in the wild. The realistic exposure is highest for organizations running Langflow as a shared/multi-user service (e.g., internal AI platform teams) rather than single-user local deployments.

How does the attack unfold?

Authenticated Access
Attacker obtains or already holds a low-privilege account on a shared Langflow instance.
Symlink Placement
Attacker creates a symbolic link within a Langflow-managed project/upload path pointing to a sensitive file outside the intended directory.
AML.T0037
Improper Link Validation
Langflow fails to validate the symlink target (CWE-22) and follows it when the artifact is accessed, exported, or served.
Sensitive Data Exposure
The contents of the targeted file (credentials, API keys, other users' flow data) are disclosed to the attacker.
AML.T0085

What systems are affected?

PackageEcosystemVulnerable RangePatched
Langflowpip—No patch
156.2KPushed today18% patched~66d to patchFull package profile →

Do you use Langflow? You're affected.

How severe is it?

CVSS 3.1
6.5 / 10
EPSS
0.7%
chance of exploitation in 30 days
Higher than 51% of all CVEs
Exploitation Status
No known exploitation
Sophistication
Moderate

What is the attack surface?

AVACPRUISCIA
AVNetwork
ACLow
PRLow
UINone
SUnchanged
CHigh
INone
ANone

What should I do?

1 step
  1. Upgrade Langflow to the first version after 1.11.2 that addresses this CWE-22 symlink validation issue once IBM/Langflow publishes it (track https://www.ibm.com/support/pages/node/7285641 for the fix version). Until patched: restrict who can create low-privilege accounts on shared Langflow instances, run the Langflow service under a minimally privileged OS account with restricted filesystem access (chroot/containerize with a tightly scoped bind mount), avoid storing secrets in files readable by the service account (use a secrets manager or environment injection at the orchestrator level instead of .env), and monitor application/file-access logs for path-traversal or symlink-creation patterns tied to file upload or flow-import features. Rotate any credentials that may have been exposed if you suspect exploitation.

What does CISA's SSVC say?

DecisionTrack
Exploitationnone
AutomatableNo
Technical Impactpartial

Source: CISA Vulnrichment (SSVC v2.0). Decision based on the CISA Coordinator decision tree.

How is it classified?

Data LeakagePrivacy ViolationFrameworkAgentAML.T0037

Which compliance frameworks are affected?

This CVE is relevant to:

EU AI Act
Article 15-Accuracy, Robustness and Cybersecurity
ISO 42001
A.6.2.6-AI system security
OWASP LLM Top 10
LLM06:2025-Sensitive Information Disclosure

Frequently Asked Questions

What is CVE-2026-19302?

IBM Langflow OSS versions 1.0.0 through 1.11.2 fail to properly validate symbolic links, letting an authenticated attacker with only low privileges read files outside the directories the application intends to expose. Langflow is a widely used visual builder for LLM and agent pipelines, so this is not a fringe tool — a successful read could surface API keys, provider credentials, flow configuration secrets, or other tenants' project data stored on the host. There's no CISA KEV listing, no public exploit code, and no Nuclei template as of this writing, and EPSS data isn't yet available, so this reads as a low-noise but real risk rather than an emergency. Because exploitation requires network access plus a valid low-privilege account (CVSS 6.5, AC:L, PR:L, UI:N) and yields confidentiality impact only, prioritize it above routine patching but below anything actively exploited. Upgrade past 1.11.2 as soon as IBM/Langflow publishes a fixed release, and in the meantime audit which users hold accounts on multi-tenant Langflow instances and check for anomalous file-read patterns in application logs.

Is CVE-2026-19302 actively exploited?

No confirmed active exploitation of CVE-2026-19302 has been reported, but organizations should still patch proactively.

How to fix CVE-2026-19302?

Upgrade Langflow to the first version after 1.11.2 that addresses this CWE-22 symlink validation issue once IBM/Langflow publishes it (track https://www.ibm.com/support/pages/node/7285641 for the fix version). Until patched: restrict who can create low-privilege accounts on shared Langflow instances, run the Langflow service under a minimally privileged OS account with restricted filesystem access (chroot/containerize with a tightly scoped bind mount), avoid storing secrets in files readable by the service account (use a secrets manager or environment injection at the orchestrator level instead of `.env`), and monitor application/file-access logs for path-traversal or symlink-creation patterns tied to file upload or flow-import features. Rotate any credentials that may have been exposed if you suspect exploitation.

What systems are affected by CVE-2026-19302?

This vulnerability affects the following AI/ML architecture patterns: agent frameworks, RAG pipelines, multi-tenant AI platform deployments.

What is the CVSS score for CVE-2026-19302?

CVE-2026-19302 has a CVSS v3.1 base score of 6.5 (MEDIUM). The EPSS exploitation probability is 0.66%.

What is the AI security impact?

Affected AI Architectures

agent frameworksRAG pipelinesmulti-tenant AI platform deployments

MITRE ATLAS Techniques

AML.T0037Data from Local System

Compliance Controls Affected

EU AI Act: Article 15
ISO 42001: A.6.2.6
OWASP LLM Top 10: LLM06:2025

What are the technical details?

Original Advisory

IBM Langflow OSS 1.0.0 through 1.11.2 could allow a remote authenticated attacker to obtain sensitive information due to improper validation of symbolic links.

Exploitation Scenario

An attacker who has obtained (or was granted) a low-privilege account on a shared Langflow instance uploads or creates a flow artifact that is actually a symbolic link pointing to a sensitive path outside the intended project directory — for example targeting the server's `.env` file, another tenant's saved flow, or SSH/config files. When Langflow later processes, exports, or serves that artifact (e.g., via a file-download or flow-import endpoint) without resolving and validating the link target, it follows the symlink and returns the contents of the sensitive file to the attacker, who now holds LLM provider API keys or other tenants' pipeline configurations without ever needing elevated privileges.

Weaknesses (CWE)

CWE-22 — Improper Limitation of a Pathname to a Restricted Directory: The product uses external input to construct a pathname that is intended to identify a file or directory that is located underneath a restricted parent directory, but the product does not properly neutralize special elements within the pathname that can cause the pathname to resolve to a location that is outside of the restricted directory.

  • [Implementation] Assume all input is malicious. Use an "accept known good" input validation strategy, i.e., use a list of acceptable inputs that strictly conform to specifications. Reject any input that does not strictly conform to specifications, or transform it into something that does. When performing input validation, consider all potentially relevant properties, including length, type of input, the full range of acceptable values, missing or extra inputs, syntax, consistency across related fields, and conformance to business rules. As an example of business rule logic, "boat" may be syntactically valid because it only contains alphanumeric characters, but it is not valid if the input is only expected to contain colors such as "red" or "blue." Do not rely exclusively on looking for malicious or malformed inputs. This is likely to miss at least one undesirable input, especially if the code's environment changes. This can give attackers enough room to bypass the intended validation. However, denylis
  • [Architecture and Design] For any security checks that are performed on the client side, ensure that these checks are duplicated on the server side, in order to avoid CWE-602. Attackers can bypass the client-side checks by modifying values after the checks have been performed, or by changing the client to remove the client-side checks entirely. Then, these modified values would be submitted to the server.

Source: MITRE CWE corpus.

CVSS Vector

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N

Timeline

Published
September 4, 2026
Last Modified
September 8, 2026
First Seen
September 4, 2026

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