CVE-2026-59242

Apache Airflow vulnerability CVE-2026-59242: The XCom GET /api/v2/{...}/xcomEntries/{key}?deserialize=true endpoint can deserialize a string-literal payload via BaseXCom.deserialize_value without the _check_forbidden_xcom_keys guard, enabling an authenticated API user with XCom write-and-read acc...

CVE-2026-67587

Apache Airflow 3.3.1 or later fixes a deserialization gadget in the Task SDK where a Dag author can cause the scheduler to import an arbitrary module during the awaiting_input sweep by reconstructing a Callback from serialized data. The issue affects SyncCallback’s deserialization path and does n...

CVE-2026-54183

The CVE-2026-54183 issue affects Apache Airflow where the secrets masker in the UI fails to mask deeply nested values inside lists, tuples, or sets when displayed. The root cause is the recursion-depth limit not applying beyond dictionaries, allowing a deeply nested value stored in an Airflow Var...

CVE-2026-68076

Apache Airflow CVE-2026-68076 affects the environment-variable secrets backend in multi-team mode. A team-scoped secret lookup could bypass the team-scope guard due to an underscore in a team name, causing a global read of AIRFLOW_CONN_____ and letting an authenticated user in one team access ano...

CVE-2026-68970

Summary: CVE-2026-68970 affects Apache Airflow's Task SDK, where a top-level JSON list stored in a Variable is not masked in task logs or the Rendered Templates UI. Masking applies only to strings and dicts, so list-shaped values are exposed to any authenticated user reading logs or templates. Th...