PatchSiren cyber security CVE debrief
CVE-2026-9205 IBM CVE debrief
Langflow's use of Python's non-cryptographic `random` module seeded with the `SECRET_KEY` to derive Fernet encryption keys for user credentials allows an attacker who obtains the `SECRET_KEY` to decrypt all stored credentials without brute force. This issue is critical, with a CVSS score of 9.1, and affects Langflow versions up to 1.10.0. The vulnerability is exacerbated in self-hosted deployments using simple or memorable `SECRET_KEY` values, as the derived encryption key becomes deterministic and reproducible. Defenders should prioritize verifying Langflow deployments, especially self-hosted instances, and upgrading to version 1.10.1 or later to address the vulnerability.
- Vendor
- IBM
- Product
- langflow
- CVSS
- HIGH 7.4
- CISA KEV
- Not listed in stored evidence
- Original CVE published
- 2026-10-05
- Original CVE updated
- 2026-10-15
- Advisory published
- 2026-10-05
- Advisory updated
- 2026-10-15
Who should care
Defenders responsible for Langflow deployments, especially self-hosted instances, should assess exposure and prioritize remediation due to the critical severity of this vulnerability and potential for credential compromise.
Why it matters
CVE-2026-9205 is a critical vulnerability in Langflow that allows for credential decryption with `SECRET_KEY` exposure. Defenders should prioritize verifying deployments, especially self-hosted instances, and upgrading to version 1.10.1 or later.
- Credential decryption and exposure of sensitive information.
- Potential for lateral movement and further exploitation.
- Need for verification of Langflow deployments and inventory checks.
- Prioritization of remediation efforts based on deployment context.
Technical summary
Langflow uses Python's `random` module seeded with the `SECRET_KEY` to derive Fernet encryption keys for user credentials. When the `SECRET_KEY` is shorter than 32 characters, the derived encryption key is deterministic and reproducible. Even with longer `SECRET_KEY` values, exfiltrating the `secret_key` file allows for credential decryption without additional computation. The vulnerability affects Langflow versions up to 1.10.0 and has a CVSS score of 9.1, indicating critical severity. Defenders should prioritize verifying Langflow deployments, especially self-hosted instances with simple or memorable `SECRET_KEY` values, and upgrading to version 1.10.1 or later.
Defensive priority
Defenders should prioritize verifying Langflow deployments, especially self-hosted instances with simple or memorable `SECRET_KEY` values, and upgrading to version 1.10.1 or later. Inventory checks and compensating controls should be implemented to mitigate potential credential exposure.
Recommended defensive actions
- Verify Langflow deployments for potential exposure, especially self-hosted instances with simple or memorable `SECRET_KEY` values.
- Upgrade Langflow to version 1.10.1 or later to address the vulnerability.
- Implement inventory checks and compensating controls to mitigate potential credential exposure.
- Monitor for suspicious activity related to credential access and decryption.
- Review compensating controls for exposed systems while remediation is scheduled and verified.
- Track exceptions, retest remediated assets, and close the item only after evidence is documented.
- Confirm whether affected product deployments exist in managed environments and assign an owner for follow-up.
Evidence notes
The CVE record and source item provide details on the vulnerability, including its critical severity and affected versions. However, specific exploitation instances or victim information are not provided, limiting the understanding of the issue's impact.
Sources and references
Verified primary and authoritative sources
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CVE-2026-9205 CVE Program record
Publisher, destination, and source semantics verified
URL: https://www.cve.org/CVERecord?id=CVE-2026-9205
CVE Program - Official CVE Program record with source-provided CVE metadata.
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CVE-2026-9205 NVD vulnerability detail
Publisher, destination, and source semantics verified
URL: https://nvd.nist.gov/vuln/detail/CVE-2026-9205
NIST National Vulnerability Database - Official NIST NVD detail page and source-specific vulnerability assessment.
Supplemental references
-
Langflow: Weak Fernet Key via random.seed()
Unverified legacy reference
URL: https://storage.googleapis.com/osv-vulnerabilities/PyPI/GHSA-jxw3-mjmx-3pqm.json
osv_dev
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Source reference
Unverified legacy reference
URL: https://github.com/langflow-ai/langflow/security/advisories/GHSA-jxw3-mjmx-3pqm
Supplemental source
-
Source reference
Unverified legacy reference
URL: https://github.com/langflow-ai/langflow/pull/13704
Supplemental source
-
Source reference
Unverified legacy reference
URL: https://github.com/langflow-ai/langflow/commit/094694d3f20c1da499f4d8dbac15c510609e3026
Supplemental source
-
Source reference
Unverified legacy reference
URL: https://github.com/langflow-ai/langflow
Supplemental source
-
Source reference
Unverified legacy reference
URL: https://www.ibm.com/support/pages/node/7282648
Supplemental source
Methodology and review provenance
AI-assisted synthesis based on stored public vulnerability evidence. System validation, approval state, and publication status do not by themselves establish human review of this revision. PatchSiren helps prioritize defensive review and does not prove exposure or remediation on any system.