Skip to main content

Apache Airflow CVE-2026-67587

| EUVDEUVD-2026-57274 HIGH
Deserialization of Untrusted Data (CWE-502)
2026-08-12 apache GHSA-2qjv-p2gc-mjg2
8.8
CVSS 3.1 · Vendor: apache
Share

Severity by source

Vendor (apache) PRIMARY
8.8 HIGH
AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
vuln.today AI
8.8 HIGH

Network-accessible API requires only DAG author credentials (PR:L); unconditional scheduler sweep means no complexity; full scheduler process impact yields C/I/A:H with no scope change.

3.1 AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
4.0 AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Primary rating from Vendor (apache).

CVSS VectorVendor: apache

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Attack Vector
Network
Attack Complexity
Low
Privileges Required
Low
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High

Lifecycle Timeline

6
Analysis Updated
Aug 13, 2026 - 13:29 vuln.today
v2 (cvss_changed)
Re-analysis Queued
Aug 13, 2026 - 13:22 vuln.today
cvss_changed
CVSS changed
Aug 13, 2026 - 13:22 NVD
8.8 (HIGH)
Source Code Evidence Fetched
Aug 12, 2026 - 16:08 vuln.today
Analysis Generated
Aug 12, 2026 - 16:08 vuln.today
CVE Published
Aug 12, 2026 - 15:32 cve.org
HIGH

Blast Radius

ecosystem impact
† from your stack dependencies † transitive graph · vuln.today resolves 4-path depth
  • 4 pypi packages depend on apache-airflow (2 direct, 2 indirect)

Ecosystem-wide dependent count for version 3.3.0.

DescriptionCVE.org

Apache Airflow's Task SDK rebuilt a Callback object from serialized data by re-running its constructor, which imports the module named by the stored callback path. Because SyncCallback is itself an Airflow class it passes the default allowed_deserialization_classes allow-list, so tightening that setting does not help. A Dag author - who controls a task instance's next_kwargs through the task execution API - can therefore cause an arbitrary module to be imported inside the scheduler process, when the scheduler's awaiting_input timeout sweep deserializes that value. No non-default configuration is required; the sweep runs unconditionally. Versions before 3.3.0 are not affected: the class existed, but the scheduler sweep that reaches it did not. This is a separate code path from CVE-2026-58076 and CVE-2026-67260, which cover different gadgets reaching deserialization - applying either of those fixes does not address this one. Users are advised to upgrade to apache-airflow 3.3.1 or later.

AnalysisAI

Unsafe deserialization in Apache Airflow 3.3.0's Task SDK allows an authenticated DAG author to cause arbitrary module imports inside the scheduler process. By controlling a task instance's next_kwargs via the task execution API, an attacker can inject a crafted callback path that the scheduler's unconditional awaiting_input timeout sweep deserializes by re-running the SyncCallback constructor - triggering an import of the named module in the scheduler's process space. …

Unlock full vulnerability intelligence

  • Risk assessment & exploitation conditions
  • Attack chain visualization
  • Remediation with exact patch versions
  • Threat intelligence from 22 sources
  • Personal watchlist & email alerts

Free forever · No credit card required

Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata

Access
Authenticate as low-privilege DAG author
Delivery
Craft malicious SyncCallback path in task next_kwargs
Exploit
Submit via task execution API to scheduler-accessible storage
Execution
Scheduler awaiting_input sweep deserializes Callback unconditionally
Persist
Arbitrary module imported in scheduler process
Impact
Code execution as scheduler OS user

Vulnerability AssessmentAI

Exploitation Exploitation requires a user account with DAG authoring privileges and the ability to interact with the task execution API to set a task instance's `next_kwargs` field to a crafted value. … Additional conditions and limiting factors are described in the full assessment.
Risk Assessment The CVSS 8.8 vector (AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H) is credible and consistent with the description: network-accessible task execution API, low attack complexity once the attacker has DAG author credentials, and full confidentiality/integrity/availability impact on the scheduler process if an arbitrary module is imported. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in.
Exploit Scenario A malicious or insider-threat DAG author authenticates to an Apache Airflow 3.3.0 deployment and submits a task instance whose `next_kwargs` contains a crafted `SyncCallback` path pointing to an attacker-controlled module on a filesystem path accessible to the scheduler process - or to a legitimate module with dangerous import-time side effects. When the scheduler's `awaiting_input` timeout sweep runs unconditionally and deserializes the stored `Callback` object, it re-invokes the constructor and imports the named module inside the scheduler process, achieving code execution with the scheduler's operating system privileges. …
Remediation The primary fix is to upgrade to Apache Airflow 3.3.1 or later, as explicitly advised by the Apache Software Foundation. … Detailed patch versions, workarounds, and compensating controls in full report.

Recommended ActionAI

Within 24 hours, audit all users with DAG authorship permissions and categorize by access scope and trustworthiness; implement temporary restrictions on DAG deployments from high-risk accounts until patching is complete. …

Sign in for detailed remediation steps and compensating controls.

Threat intelligence, references, and detailed analysis are available after sign-in.

CVE-2026-33264 CRITICAL
9.8 Jul 07

Remote code execution in Apache Airflow before 3.3.0 lets a DAG author embed a malicious trigger whose attacker-controll

CVE-2026-58076 HIGH
8.8 Aug 12

Unsafe deserialization in Apache Airflow 3.0.0 through 3.3.0 allows any DAG author to achieve arbitrary code execution i

CVE-2026-30898 HIGH
8.8 Apr 18

Command injection in Apache Airflow's BashOperator documentation example allows authenticated attackers to escalate priv

CVE-2025-54550 HIGH
8.1 Apr 15

We need to produce a JSON object per the instructions. Let's analyze each field. First, product_name: "1-3 words ONLY.

CVE-2026-30911 HIGH
8.1 Mar 17

CVE-2026-30911 is a security vulnerability (CVSS 8.1) that allows any authenticated task instance. High severity vulnera

CVE-2025-66236 HIGH
7.5 Apr 13

Information disclosure in Apache Airflow 3.0.0 through 3.1.x stems from incomplete secret masking and under-documented w

CVE-2026-31987 HIGH
7.5 Apr 16

Apache Airflow 3.0.0 through 3.1.x exposes JWT authentication tokens in application logs, allowing any authenticated UI

CVE-2026-28779 HIGH
7.5 Mar 17

CVE-2026-28779 is a security vulnerability (CVSS 7.5) that allows any application co-hosted under the same domain. High

CVE-2026-32228 HIGH
7.5 Apr 18

Apache Airflow 3.0.x prior to 3.2.0 allows remote unauthenticated attackers to trigger unauthorized DAG (Directed Acycli

CVE-2026-68968 HIGH
7.5 Aug 12

Authorization bypass in Apache Airflow's Backfill API (all versions prior to 3.3.1) allows any authenticated user holdin

CVE-2026-67260 HIGH
7.3 Aug 12

Remote code execution and scheduler-process disruption in Apache Airflow 3.3.0 stems from unguarded deserialization of t

CVE-2026-49296 MEDIUM
6.5 Jul 07

Unauthorized source code disclosure in Apache Airflow before 3.3.0 allows authenticated users to read the source of DAGs

Share

CVE-2026-67587 vulnerability details – vuln.today

This site uses cookies essential for authentication and security. No tracking or analytics cookies are used. Privacy Policy