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CVE-2026-31987 affects Apache Airflow versions 3.0.0 before 3.2.0. JWT tokens used by tasks were written to logs, resulting in exposure of sensitive authentication material through log output. Because these task JWTs could be recovered by users with access to the Airflow UI or associated logs, the issue could enable those users to act as DAG authors. Based on the available information, this is a sensitive information exposure through log files issue that can lead to privilege escalation within Airflow.
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What an attacker gets, and what they’ve been doing with it.
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Patch, then assume compromise.
No public exploits tracked yet. Mallory keeps watching.
No public exploit code observed for this vulnerability.
Products and vendors Mallory has correlated with this vulnerability. Open in Mallory to drill down to specific CPE configurations and version ranges.
Vendor-confirmed product mapping. Mallory continuously reconciles this list against your asset inventory.
4 sources tracked across advisories and community write-ups. News coverage will land here when it surfaces.
No news coverage yet. Advisories and community discussion only.
Query your assets running an affected version, and investigate the blast radius.
Every observed campaign linking this CVE to a named adversary.
Malware families riding this exploit, with evidence and IOCs.
YARA, Sigma, Snort, and vendor rules, auto-deployed to your SIEM.
Cross-references every affected SKU, including bundled OEM variants.
Community discussion across Reddit, Mastodon, and other social sources.