PYSEC-2026-2348
Vulnerability from pysec - Published: 2026-07-13 14:36 - Updated: 2026-07-13 16:03When a DAG failed during parsing, Airflow’s error-reporting in the UI could include the full kwargs passed to the operators. If those kwargs contained sensitive values (such as secrets), they might be exposed in the UI tracebacks to authenticated users who had permission to view that DAG.
The issue has been fixed in Airflow 3.1.5rc1 and 2.11.1, and users are strongly advised to upgrade to prevent potential disclosure of sensitive information.
| Name | purl | apache-airflow | pkg:pypi/apache-airflow |
|---|
{
"affected": [
{
"package": {
"ecosystem": "PyPI",
"name": "apache-airflow",
"purl": "pkg:pypi/apache-airflow"
},
"ranges": [
{
"events": [
{
"introduced": "0"
},
{
"fixed": "2.11.1"
},
{
"introduced": "3.0.0b1"
},
{
"fixed": "3.1.5rc1"
}
],
"type": "ECOSYSTEM"
}
],
"versions": [
"1.10.0",
"1.10.1",
"1.10.10",
"1.10.10rc1",
"1.10.10rc2",
"1.10.10rc3",
"1.10.10rc4",
"1.10.10rc5",
"1.10.11",
"1.10.11rc1",
"1.10.11rc2",
"1.10.12",
"1.10.12rc1",
"1.10.12rc2",
"1.10.12rc3",
"1.10.12rc4",
"1.10.13",
"1.10.13rc1",
"1.10.14",
"1.10.14rc1",
"1.10.14rc2",
"1.10.14rc3",
"1.10.14rc4",
"1.10.15",
"1.10.15rc1",
"1.10.1b1",
"1.10.1rc2",
"1.10.2",
"1.10.2b2",
"1.10.2rc1",
"1.10.2rc2",
"1.10.2rc3",
"1.10.3",
"1.10.3b1",
"1.10.3b2",
"1.10.3rc1",
"1.10.3rc2",
"1.10.4",
"1.10.4b2",
"1.10.4rc1",
"1.10.4rc2",
"1.10.4rc3",
"1.10.4rc4",
"1.10.4rc5",
"1.10.5",
"1.10.5rc1",
"1.10.6",
"1.10.6rc1",
"1.10.6rc2",
"1.10.7",
"1.10.7rc1",
"1.10.7rc2",
"1.10.7rc3",
"1.10.8",
"1.10.8rc1",
"1.10.9",
"1.10.9rc1",
"1.8.1",
"1.8.2",
"1.8.2rc1",
"1.9.0",
"2.0.0",
"2.0.0b1",
"2.0.0b2",
"2.0.0b3",
"2.0.0rc1",
"2.0.0rc2",
"2.0.0rc3",
"2.0.1",
"2.0.1rc1",
"2.0.1rc2",
"2.0.2",
"2.0.2rc1",
"2.1.0",
"2.1.0rc1",
"2.1.0rc2",
"2.1.1",
"2.1.1rc1",
"2.1.2",
"2.1.2rc1",
"2.1.3",
"2.1.3rc1",
"2.1.4",
"2.1.4rc1",
"2.1.4rc2",
"2.10.0",
"2.10.0b1",
"2.10.0b2",
"2.10.0rc1",
"2.10.1",
"2.10.1rc1",
"2.10.2",
"2.10.2rc1",
"2.10.3",
"2.10.3rc1",
"2.10.3rc2",
"2.10.4",
"2.10.4rc1",
"2.10.5",
"2.10.5rc1",
"2.11.0",
"2.11.0rc1",
"2.11.1rc1",
"2.11.1rc2",
"2.2.0",
"2.2.0b1",
"2.2.0b2",
"2.2.0rc1",
"2.2.1",
"2.2.1rc1",
"2.2.1rc2",
"2.2.2",
"2.2.2rc1",
"2.2.2rc2",
"2.2.3",
"2.2.3rc1",
"2.2.3rc2",
"2.2.4",
"2.2.4rc1",
"2.2.5",
"2.2.5rc1",
"2.2.5rc2",
"2.2.5rc3",
"2.3.0",
"2.3.0b1",
"2.3.0rc1",
"2.3.0rc2",
"2.3.1",
"2.3.1rc1",
"2.3.2",
"2.3.2rc1",
"2.3.2rc2",
"2.3.3",
"2.3.3rc1",
"2.3.3rc2",
"2.3.3rc3",
"2.3.4",
"2.3.4rc1",
"2.4.0",
"2.4.0b1",
"2.4.0rc1",
"2.4.1",
"2.4.1rc1",
"2.4.2",
"2.4.2rc1",
"2.4.3",
"2.4.3rc1",
"2.5.0",
"2.5.0rc1",
"2.5.0rc2",
"2.5.0rc3",
"2.5.1",
"2.5.1rc1",
"2.5.1rc2",
"2.5.2",
"2.5.2rc1",
"2.5.2rc2",
"2.5.3",
"2.5.3rc1",
"2.5.3rc2",
"2.6.0",
"2.6.0b1",
"2.6.0rc1",
"2.6.0rc2",
"2.6.0rc3",
"2.6.0rc4",
"2.6.0rc5",
"2.6.1",
"2.6.1rc1",
"2.6.1rc2",
"2.6.1rc3",
"2.6.2",
"2.6.2rc1",
"2.6.2rc2",
"2.6.3",
"2.6.3rc1",
"2.7.0",
"2.7.0b1",
"2.7.0rc1",
"2.7.0rc2",
"2.7.1",
"2.7.1rc1",
"2.7.1rc2",
"2.7.2",
"2.7.2rc1",
"2.7.3",
"2.7.3rc1",
"2.8.0",
"2.8.0b1",
"2.8.0rc1",
"2.8.0rc2",
"2.8.0rc3",
"2.8.0rc4",
"2.8.1",
"2.8.1rc1",
"2.8.2",
"2.8.2rc1",
"2.8.2rc2",
"2.8.2rc3",
"2.8.3",
"2.8.3rc1",
"2.8.4",
"2.8.4rc1",
"2.9.0",
"2.9.0b1",
"2.9.0b2",
"2.9.0rc1",
"2.9.0rc2",
"2.9.0rc3",
"2.9.1",
"2.9.1rc1",
"2.9.1rc2",
"2.9.2",
"2.9.2rc1",
"2.9.3",
"2.9.3rc1",
"3.0.0",
"3.0.0b4",
"3.0.0rc1",
"3.0.0rc1.post1",
"3.0.0rc1.post2",
"3.0.0rc1.post3",
"3.0.0rc1.post4",
"3.0.0rc2",
"3.0.0rc3",
"3.0.0rc4",
"3.0.1",
"3.0.1rc1",
"3.0.2",
"3.0.2rc1",
"3.0.2rc2",
"3.0.3",
"3.0.3rc1",
"3.0.3rc2",
"3.0.3rc3",
"3.0.3rc4",
"3.0.3rc5",
"3.0.3rc6",
"3.0.4",
"3.0.4rc1",
"3.0.4rc2",
"3.0.5",
"3.0.5rc1",
"3.0.5rc2",
"3.0.5rc3",
"3.0.6",
"3.0.6rc1",
"3.0.6rc2",
"3.1.0",
"3.1.0b1",
"3.1.0b2",
"3.1.0rc1",
"3.1.0rc2",
"3.1.1",
"3.1.1rc1",
"3.1.1rc2",
"3.1.2",
"3.1.2rc1",
"3.1.2rc2",
"3.1.3",
"3.1.3rc1",
"3.1.4",
"3.1.4rc1",
"3.1.4rc2"
]
}
],
"aliases": [
"CVE-2025-65995",
"GHSA-gfw7-2v73-69wg"
],
"details": "When a DAG failed during parsing, Airflow\u2019s error-reporting in the UI could include the full kwargs passed to the operators. If those kwargs contained sensitive values (such as secrets), they might be exposed in the UI tracebacks to authenticated users who had permission to view that DAG.\u00a0\n\nThe issue has been fixed in Airflow 3.1.5rc1 and 2.11.1, and users are strongly advised to upgrade to prevent potential disclosure of sensitive information.",
"id": "PYSEC-2026-2348",
"modified": "2026-07-13T16:03:26.354859Z",
"published": "2026-07-13T14:36:37.436591Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2025-65995"
},
{
"type": "WEB",
"url": "https://github.com/apache/airflow/pull/58252"
},
{
"type": "WEB",
"url": "https://github.com/apache/airflow/pull/61883"
},
{
"type": "PACKAGE",
"url": "https://github.com/apache/airflow"
},
{
"type": "WEB",
"url": "https://lists.apache.org/thread/1qzlrjo2wmlzs0rrgzgslj2pzkor0dr2"
},
{
"type": "WEB",
"url": "http://www.openwall.com/lists/oss-security/2025/12/12/2"
},
{
"type": "PACKAGE",
"url": "https://pypi.org/project/apache-airflow"
},
{
"type": "ADVISORY",
"url": "https://github.com/advisories/GHSA-gfw7-2v73-69wg"
}
],
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
"type": "CVSS_V3"
}
],
"summary": "Apache Airflow error reporting may expose full kwargs"
}
Drag nodes to arrange them. Double-click a related vulnerability to open it, or a source to visit its link. The Physics button on the left tunes the layout and the simulation; the legend at the bottom left hides or shows nodes by kind and by sighting type.
Sightings
| Author | Source | Type | Date | Other |
|---|
Nomenclature
- Seen: The vulnerability was mentioned, discussed, or observed by the user.
- Confirmed: The vulnerability has been validated from an analyst's perspective.
- Published Proof of Concept: A public proof of concept is available for this vulnerability.
- Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
- Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
- Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
- Not confirmed: The user expressed doubt about the validity of the vulnerability.
- Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.
Vulnerability timeline
Sightings and recorded dates, grouped by day · UTC
Loading timeline…
The approach is described in our paper Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion.
Browse all ATT&CK techniques and the vulnerabilities related to each.
Related by attack behaviour
Vulnerabilities whose description is nearest to this one in the vector space of the CIRCL/vulnerability-attack-technique-biencoder model. This is a similarity search over the bi-encoder space (plain cosine), not a classification, and it has no measured accuracy.