Severity by source
AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Primary rating from NVD · only source for this CVE.
CVSS VectorNVD
Lifecycle Timeline
7Blast Radius
ecosystem impact- 21 pypi packages depend on apache-airflow (11 direct, 10 indirect)
Ecosystem-wide dependent count for version 3.1.8.
DescriptionCVE.org
Dag Authors, who normally should not be able to execute code in the webserver context could craft XCom payload causing the webserver to execute arbitrary code. Since Dag Authors are already highly trusted, severity of this issue is Low.
Users are recommended to upgrade to Apache Airflow 3.2.0, which resolves this issue.
AnalysisAI
Remote code execution in Apache Airflow 3.1.x allows authenticated DAG Authors to execute arbitrary code in the webserver context through crafted XCom payloads exploiting insecure deserialization (CWE-502). Affects Apache Airflow versions 3.1.8 through <3.2.0. Despite CVSS 8.8, vendor rates severity as Low due to DAG Authors being highly trusted roles. No public exploit identified at time of analysis, with EPSS exploitation probability at 0.07% (21st percentile), indicating minimal real-world risk. Vendor-released patch: Apache Airflow 3.2.0.
Technical ContextAI
Apache Airflow's XCom (cross-communication) mechanism allows tasks to exchange messages and data between workflow executions. The vulnerability stems from insecure deserialization (CWE-502) when processing XCom payloads. DAG (Directed Acyclic Graph) Authors-users with permissions to create and modify workflow definitions-can craft malicious serialized objects within XCom payloads. When the Airflow webserver deserializes these payloads, it triggers arbitrary code execution in the webserver's runtime context. The affected component (cpe:2.3:a:apache_software_foundation:apache_airflow) processes user-supplied serialized data without adequate validation, allowing trusted but potentially malicious insiders to escalate privileges from DAG authoring permissions to full webserver code execution capabilities. This is a classic insecure deserialization vulnerability where application trust boundaries fail to account for malicious data from authenticated sources.
RemediationAI
Upgrade to Apache Airflow 3.2.0, which fully resolves the insecure deserialization issue in XCom payload handling. The upstream fix is implemented in GitHub pull request #64148 (https://github.com/apache/airflow/pull/64148). Organizations running any Apache Airflow 3.1.x version should prioritize migration to 3.2.0 following standard change management procedures. Review DAG Author role assignments and audit XCom usage patterns during the upgrade window to identify any anomalous activity. No workarounds are documented; patching to 3.2.0 is the only remediation path. Consult the official Apache advisory at https://lists.apache.org/thread/1npt3o2x81s0gw9tmfcv4n7p1z9hdmy0 for deployment-specific guidance and release notes.
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-21978
GHSA-mc4f-r875-v87w