Vulnerability-Lookup

CVE-2026-68970 (GCVE-0-2026-68970)

Vulnerability from cvelistv5 – Published: 2026-08-12 15:24 – Updated: 2026-11-03 07:00

Title

Apache Airflow: Values of a list-shaped Variable are not masked in task logs and the Rendered Templates UI

Summary

Apache Airflow's Task SDK did not mask the contents of a Variable whose JSON value is a list, so secrets stored in that shape appeared in cleartext in task logs and in the Rendered Templates UI. Masking was applied only when the deserialized value was a string or a dict; a list at the top level matched neither and was returned unmasked. Any authenticated user able to read the logs or rendered templates of a task that references such a Variable could recover the values, with no special configuration required. This is the list-shaped counterpart of CVE-2026-59244, whose fix covered the dict case only, so deployments that upgraded in response to that advisory remain affected and must upgrade again. Users are advised to upgrade to apache-airflow 3.3.1 or later.

Severity

6.5 (Medium)


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

SSVC

Exploitation: none Automatable: no Technical Impact: partial

CISA Coordinator · CISA-ADP (v2.0.3)

Decision recorded 2026-08-12 19:00 UTC

CWE

CWE-312 - Cleartext Storage of Sensitive Information

Assigner

apache CNA under the mitre root

CNA scorecard B 76/100 over 1265 records in the last 180 days details

References

3 references

URL	Tags
https://github.com/apache/airflow/pull/70891	patch
https://lists.apache.org/thread/kkrlnbsk47oght4h3…	vendor-advisory
https://www.cve.org/CVERecord?id=CVE-2026-59244	related

Impacted products

2 products

Vendor	Product	Version	CPE status
Apache Software Foundation	Apache Airflow	Affected: 0 , < 3.0.0 (semver)	guessed
Apache Software Foundation	Apache Airflow	Affected: 3.0.0 , < 3.3.1 (semver)	guessed

Credits

Raphael Zanarelli (@zanarellidev) Jarek Potiuk

Show details on NVD website

JSON

To clipboard

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bit-airflow-2026-68970

Vulnerability from bitnami_vulndb

Published

2026-08-17 05:39

Modified

2026-09-08 08:34

Summary

Apache Airflow: Values of a list-shaped Variable are not masked in task logs and the Rendered Templates UI

Details

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "Bitnami",
        "name": "airflow",
        "purl": "pkg:bitnami/airflow"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "3.3.1"
            }
          ],
          "type": "SEMVER"
        }
      ],
      "severity": [
        {
          "score": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
          "type": "CVSS_V3"
        }
      ]
    }
  ],
  "aliases": [
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  ],
  "database_specific": {
    "cpes": [
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  "id": "BIT-airflow-2026-68970",
  "modified": "2026-09-08T08:34:36.952Z",
  "published": "2026-08-17T05:39:31.799Z",
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      "type": "FIX",
      "url": "https://github.com/apache/airflow/pull/70891"
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      "type": "ADVISORY",
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    },
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      "type": "WEB",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-68970"
    },
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      "url": "https://www.cve.org/CVERecord?id=CVE-2026-59244"
    }
  ],
  "schema_version": "1.6.2",
  "summary": "Apache Airflow: Values of a list-shaped Variable are not masked in task logs and the Rendered Templates UI"
}

CLEANSTART-2026-GP65571 (CVE-2026-68970)

Vulnerability from cleanstart – Published: 2026-09-18 09:45 – Updated: 2026-10-08 19:23 – Source website

Summary

Security fix for CVE-2026-68970 applied in: airflow-3 3.2.1-r9, airflow-3 3.2.2-r6

Details

CVE-2026-68970 affects multiple packages. This issue is resolved in later releases. See references for individual vulnerability details.

Severity

6.5 (Medium)


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

References

URL

Type

	https://github.com/cleanstart-dev/cleanstart-secu…	ADVISORY
	https://osv.dev/vulnerability/CVE-2026-68970	WEB
	https://nvd.nist.gov/vuln/detail/CVE-2026-68970	WEB

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "CleanStart",
        "name": "airflow-3",
        "purl": "pkg:apk/cleanstart/airflow-3"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "3.2.1-r9"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    },
    {
      "package": {
        "ecosystem": "CleanStart",
        "name": "airflow-3",
        "purl": "pkg:apk/cleanstart/airflow-3"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "3.2.2-r6"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "credits": [],
  "database_specific": {},
  "details": "CVE-2026-68970 affects multiple packages. This issue is resolved in later releases. See references for individual vulnerability details.",
  "id": "CLEANSTART-2026-GP65571",
  "modified": "2026-10-08T19:23:11Z",
  "published": "2026-09-18T09:45:30.520291Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://github.com/cleanstart-dev/cleanstart-security-advisories/tree/main/advisories/2026/CLEANSTART-2026-GP65571.json"
    },
    {
      "type": "WEB",
      "url": "https://osv.dev/vulnerability/CVE-2026-68970"
    },
    {
      "type": "WEB",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-68970"
    }
  ],
  "related": [],
  "schema_version": "1.7.3",
  "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": "Security fix for CVE-2026-68970 applied in: airflow-3 3.2.1-r9, airflow-3 3.2.2-r6",
  "upstream": [
    "CVE-2026-68970"
  ]
}

CLEANSTART-2026-UV14417 (CVE-2026-68970)

Vulnerability from cleanstart – Published: 2026-10-10 00:41 – Updated: 2026-10-09 07:45 – Source website

Summary

Apache Airflow's Task SDK did not mask the contents of a Variable whose JSON value is a list, so secrets stored in that shape appeared in cleartext in task logs and in the Rendered Templates UI

Details

Security vulnerability affects the airflow-3 package. Apache Airflow's Task SDK did not mask the contents of a Variable whose JSON value is a list, so secrets stored in that shape appeared in cleartext in task logs and in the Rendered Templates UI.

Severity

6.5 (Medium)


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

References

URL

Type

	https://github.com/cleanstart-dev/cleanstart-secu…	ADVISORY
	https://osv.dev/vulnerability/CVE-2026-68970	WEB
	https://nvd.nist.gov/vuln/detail/CVE-2026-68970	WEB

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "CleanStart",
        "name": "airflow-3",
        "purl": "pkg:apk/cleanstart/airflow-3"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "3.2.2-r8"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "credits": [],
  "database_specific": {},
  "details": "Security vulnerability affects the airflow-3 package. Apache Airflow\u0027s Task SDK did not mask the contents of a Variable whose JSON value is a list, so secrets stored in that shape appeared in cleartext in task logs and in the Rendered Templates UI.",
  "id": "CLEANSTART-2026-UV14417",
  "modified": "2026-10-09T07:45:14Z",
  "published": "2026-10-10T00:41:47.301561Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://github.com/cleanstart-dev/cleanstart-security-advisories/tree/main/advisories/2026/CLEANSTART-2026-UV14417.json"
    },
    {
      "type": "WEB",
      "url": "https://osv.dev/vulnerability/CVE-2026-68970"
    },
    {
      "type": "WEB",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-68970"
    }
  ],
  "related": [],
  "schema_version": "1.7.3",
  "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\u0027s Task SDK did not mask the contents of a Variable whose JSON value is a list, so secrets stored in that shape appeared in cleartext in task logs and in the Rendered Templates UI",
  "upstream": [
    "CVE-2026-68970"
  ]
}

FKIE_CVE-2026-68970

Vulnerability from fkie_nvd - Published: 2026-08-12 16:17 - Updated: 2026-11-03 07:20

Severity

6.5 (Medium) - CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N

Summary

References

URL	Tags
security@apache.org	https://github.com/apache/airflow/pull/70891	Issue Tracking, Patch
security@apache.org	https://lists.apache.org/thread/kkrlnbsk47oght4h38mcd3h2kcb8dt28	Mailing List, Vendor Advisory
security@apache.org	https://www.cve.org/CVERecord?id=CVE-2026-59244	Mailing List, Third Party Advisory

Impacted products

	Vendor	Product	Version
	apache	airflow	*

JSON

To clipboard

{
  "affected": [
    {
      "affectedData": [
        {
          "collectionURL": "https://pypi.python.org",
          "defaultStatus": "unaffected",
          "packageName": "apache-airflow",
          "packageURL": "pkg:pypi/apache-airflow",
          "product": "Apache Airflow",
          "vendor": "Apache Software Foundation",
          "versions": [
            {
              "lessThan": "3.0.0",
              "status": "affected",
              "version": "0",
              "versionType": "semver"
            }
          ]
        },
        {
          "collectionURL": "https://pypi.python.org",
          "defaultStatus": "unaffected",
          "packageName": "apache-airflow-core",
          "packageURL": "pkg:pypi/apache-airflow-core",
          "product": "Apache Airflow",
          "vendor": "Apache Software Foundation",
          "versions": [
            {
              "lessThan": "3.3.1",
              "status": "affected",
              "version": "3.0.0",
              "versionType": "semver"
            }
          ]
        }
      ],
      "source": "security@apache.org"
    }
  ],
  "configurations": [
    {
      "nodes": [
        {
          "cpeMatch": [
            {
              "criteria": "cpe:2.3:a:apache:airflow:*:*:*:*:*:*:*:*",
              "matchCriteriaId": "FDF5E090-3549-452E-BB3A-741DCE15078E",
              "versionEndExcluding": "3.3.1",
              "vulnerable": true
            }
          ],
          "negate": false,
          "operator": "OR"
        }
      ]
    }
  ],
  "cveTags": [],
  "descriptions": [
    {
      "lang": "en",
      "value": "Apache Airflow\u0027s Task SDK did not mask the contents of a Variable whose JSON value is a list, so secrets stored in that shape appeared in cleartext in task logs and in the Rendered Templates UI. Masking was applied only when the deserialized value was a string or a dict; a list at the top level matched neither and was returned unmasked. Any authenticated user able to read the logs or rendered templates of a task that references such a Variable could recover the values, with no special configuration required. This is the list-shaped counterpart of CVE-2026-59244, whose fix covered the dict case only, so deployments that upgraded in response to that advisory remain affected and must upgrade again. Users are advised to upgrade to apache-airflow 3.3.1 or later."
    },
    {
      "lang": "es",
      "value": "El SDK de Tareas de Apache Airflow no enmascaraba el contenido de una Variable cuyo valor JSON es una lista, por lo que los secretos almacenados con esa forma aparec\u00edan en texto claro en los registros de tareas y en la interfaz de usuario de Plantillas Renderizadas. El enmascaramiento se aplicaba solo cuando el valor deserializado era una cadena o un diccionario; una lista en el nivel superior no coincid\u00eda con ninguno de ellos y se devolv\u00eda sin enmascarar. Cualquier usuario autenticado capaz de leer los registros o las plantillas renderizadas de una tarea que hace referencia a dicha Variable pod\u00eda recuperar los valores, sin necesidad de configuraci\u00f3n especial. Esta es la contraparte con forma de lista de CVE-2026-59244, cuya correcci\u00f3n cubr\u00eda solo el caso del diccionario, por lo que las implementaciones que se actualizaron en respuesta a ese aviso siguen afectadas y deben actualizarse de nuevo. Se aconseja a los usuarios que actualicen a apache-airflow 3.3.1 o posterior."
    }
  ],
  "id": "CVE-2026-68970",
  "lastModified": "2026-11-03T07:20:57.550",
  "metrics": {
    "cvssMetricV31": [
      {
        "cvssData": {
          "attackComplexity": "LOW",
          "attackVector": "NETWORK",
          "availabilityImpact": "NONE",
          "baseScore": 6.5,
          "baseSeverity": "MEDIUM",
          "confidentialityImpact": "HIGH",
          "integrityImpact": "NONE",
          "privilegesRequired": "LOW",
          "scope": "UNCHANGED",
          "userInteraction": "NONE",
          "vectorString": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
          "version": "3.1"
        },
        "exploitabilityScore": 2.8,
        "impactScore": 3.6,
        "source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
        "type": "Secondary"
      }
    ],
    "ssvcV203": [
      {
        "source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
        "ssvcData": {
          "id": "CVE-2026-68970",
          "options": [
            {
              "exploitation": "none"
            },
            {
              "automatable": "no"
            },
            {
              "technicalImpact": "partial"
            }
          ],
          "role": "CISA Coordinator",
          "timestamp": "2026-08-12T19:00:36.231697Z",
          "version": "2.0.3"
        }
      }
    ]
  },
  "published": "2026-08-12T16:17:19.853",
  "references": [
    {
      "source": "security@apache.org",
      "tags": [
        "Issue Tracking",
        "Patch"
      ],
      "url": "https://github.com/apache/airflow/pull/70891"
    },
    {
      "source": "security@apache.org",
      "tags": [
        "Mailing List",
        "Vendor Advisory"
      ],
      "url": "https://lists.apache.org/thread/kkrlnbsk47oght4h38mcd3h2kcb8dt28"
    },
    {
      "source": "security@apache.org",
      "tags": [
        "Mailing List",
        "Third Party Advisory"
      ],
      "url": "https://www.cve.org/CVERecord?id=CVE-2026-59244"
    }
  ],
  "sourceIdentifier": "security@apache.org",
  "vulnStatus": "Analyzed",
  "weaknesses": [
    {
      "description": [
        {
          "lang": "en",
          "value": "CWE-312"
        }
      ],
      "source": "security@apache.org",
      "type": "Secondary"
    }
  ]
}

GHSA-F3C2-J7G8-VPP8

Vulnerability from github – Published: 2026-08-12 18:31 – Updated: 2026-10-02 23:14

Summary

Apache Airflow Task SDK fails to mask list-shaped JSON Variables

Details

Severity

6.5 (Medium)


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

Show details on source website

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "apache-airflow"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "3.3.1"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2026-68970"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-312"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2026-10-02T23:14:56Z",
    "nvd_published_at": "2026-08-12T16:17:19Z",
    "severity": "MODERATE"
  },
  "details": "Apache Airflow\u0027s Task SDK did not mask the contents of a Variable whose JSON value is a list, so secrets stored in that shape appeared in cleartext in task logs and in the Rendered Templates UI. Masking was applied only when the deserialized value was a string or a dict; a list at the top level matched neither and was returned unmasked. Any authenticated user able to read the logs or rendered templates of a task that references such a Variable could recover the values, with no special configuration required. This is the list-shaped counterpart of CVE-2026-59244, whose fix covered the dict case only, so deployments that upgraded in response to that advisory remain affected and must upgrade again. Users are advised to upgrade to apache-airflow 3.3.1 or later.",
  "id": "GHSA-f3c2-j7g8-vpp8",
  "modified": "2026-10-02T23:14:56Z",
  "published": "2026-08-12T18:31:19Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-68970"
    },
    {
      "type": "WEB",
      "url": "https://github.com/apache/airflow/pull/70891"
    },
    {
      "type": "WEB",
      "url": "https://github.com/apache/airflow/commit/0de18f5ea722fdb0f3372d02cf0222348e83ddcf"
    },
    {
      "type": "WEB",
      "url": "https://github.com/apache/airflow/commit/c2e4711c6fd43f344f5940e37f813cb3aa49dbf1"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/apache/airflow"
    },
    {
      "type": "WEB",
      "url": "https://github.com/apache/airflow/releases/tag/3.3.1"
    },
    {
      "type": "WEB",
      "url": "https://github.com/pypa/advisory-database/tree/main/vulns/apache-airflow/PYSEC-2026-3712.yaml"
    },
    {
      "type": "WEB",
      "url": "https://lists.apache.org/thread/kkrlnbsk47oght4h38mcd3h2kcb8dt28"
    },
    {
      "type": "WEB",
      "url": "https://www.cve.org/CVERecord?id=CVE-2026-59244"
    }
  ],
  "schema_version": "1.4.0",
  "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 Task SDK fails to mask list-shaped JSON Variables"
}

PYSEC-2026-3712

Vulnerability from pysec - Published: 2026-08-12 16:17 - Updated: 2026-08-19 13:09

Details

Severity

6.5 (Medium)


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

Impacted products

Name	purl
apache-airflow	pkg:pypi/apache-airflow

Aliases

JSON

To clipboard

{
  "affected": [
    {
      "ecosystem_specific": {},
      "package": {
        "ecosystem": "PyPI",
        "name": "apache-airflow",
        "purl": "pkg:pypi/apache-airflow"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "3.3.1"
            }
          ],
          "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",
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        "1.10.9rc1",
        "1.8.1",
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        "1.8.2rc1",
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        "2.0.0",
        "2.0.0b1",
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        "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",
        "3.1.5",
        "3.1.5rc1",
        "3.1.6",
        "3.1.6rc1",
        "3.1.7",
        "3.1.7rc1",
        "3.1.7rc2",
        "3.1.8",
        "3.1.8rc1",
        "3.1.8rc2",
        "3.2.0",
        "3.2.0b1",
        "3.2.0b2",
        "3.2.0rc1",
        "3.2.0rc2",
        "3.2.1",
        "3.2.1rc1",
        "3.2.1rc2",
        "3.2.1rc3",
        "3.2.2",
        "3.2.2rc1",
        "3.2.2rc2",
        "3.2.2rc3",
        "3.3.0",
        "3.3.0b1",
        "3.3.0b2",
        "3.3.0rc1",
        "3.3.0rc2",
        "3.3.1rc1",
        "3.3.1rc2"
      ]
    }
  ],
  "aliases": [
    "CVE-2026-68970",
    "GHSA-f3c2-j7g8-vpp8"
  ],
  "details": "Apache Airflow\u0027s Task SDK did not mask the contents of a Variable whose JSON value is a list, so secrets stored in that shape appeared in cleartext in task logs and in the Rendered Templates UI. Masking was applied only when the deserialized value was a string or a dict; a list at the top level matched neither and was returned unmasked. Any authenticated user able to read the logs or rendered templates of a task that references such a Variable could recover the values, with no special configuration required. This is the list-shaped counterpart of CVE-2026-59244, whose fix covered the dict case only, so deployments that upgraded in response to that advisory remain affected and must upgrade again. Users are advised to upgrade to apache-airflow 3.3.1 or later.",
  "id": "PYSEC-2026-3712",
  "modified": "2026-08-19T13:09:03.428120Z",
  "published": "2026-08-12T16:17:19.853Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://lists.apache.org/thread/kkrlnbsk47oght4h38mcd3h2kcb8dt28"
    },
    {
      "type": "ADVISORY",
      "url": "https://www.cve.org/CVERecord?id=CVE-2026-59244"
    },
    {
      "type": "FIX",
      "url": "https://github.com/apache/airflow/pull/70891"
    },
    {
      "type": "ADVISORY",
      "url": "https://github.com/advisories/GHSA-f3c2-j7g8-vpp8"
    }
  ],
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
      "type": "CVSS_V3"
    }
  ]
}

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

Order JSON

How durations are calculated

Following the VTEM framework (Black Hat USA 2015), time to patch starts when the vendor or a coordinator was informed, total time to patch at discovery, and disclosure to patch at public disclosure; vendor response time runs from the report to its acknowledgement. Time to exploit and time unpatched start at the earliest discovery or report, falling back to public disclosure. Unpatched time ends at the first recorded patch, or the calculation time when no patch is recorded. Exploitation to patch shows the interval between those two events; a published proof of concept is a public exploit, not exploitation.

Each result shows its source dates. A negative interval means the end event came first; when date-only inputs leave the order open, the result says so. Date-only inputs are approximate. The earliest evidence wins: KEV report dates and sightings are labelled as such. Records describing another vulnerability are listed but never calculated from, and a PoC alone does not establish exploitation. Missing patch evidence does not prove that no patch exists. Filters below change the event list only.

Publication & reservation Sightings KEV catalogs Other timestamps

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The MITRE ATT&CK techniques below are AI-generated suggestions, inferred from the description of the vulnerability by the CIRCL/vulnerability-attack-technique-classification-roberta-base model, served locally by ML-Gateway. They have not been verified by an analyst and are provided for guidance only.
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.

Action not permitted

CVE-2026-68970 (GCVE-0-2026-68970)

bit-airflow-2026-68970

Vulnerability from bitnami_vulndb

CLEANSTART-2026-GP65571 (CVE-2026-68970)

CLEANSTART-2026-UV14417 (CVE-2026-68970)

FKIE_CVE-2026-68970

GHSA-F3C2-J7G8-VPP8

PYSEC-2026-3712

Tags

Sightings

Nomenclature

Vulnerability timeline

Related by attack behaviour