- CVSS
- CRITICAL · 9.6v3.1CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H
- Published
- 2026-05-19
- Weakness
- CWE-346, CWE-940
- Source
- nvd.nist.gov/vuln/detail/CVE-2026-2611
Description
In MLflow version 3.9.0, the MLflow Assistant feature introduced improper origin validation in its /ajax-api endpoints. This vulnerability allows a remote attacker to exploit cross-origin requests from a malicious webpage to interact with the MLflow Assistant running on a victim’s local machine. By bypassing the loopback-only restriction, the attacker can modify the Assistant’s configuration to enable full access, which in turn allows the execution of arbitrary commands via the Claude Code sub-agent. This issue is resolved in version 3.10.0.
References
- https://github.com/mlflow/mlflow/commit/8f9c8a53af90842944101eb8b7d60706822c81bc
- https://huntr.com/bounties/8462addd-b464-4a84-b6a2-5529604e6e5a
- https://access.redhat.com/security/cve/CVE-2026-2611
- https://bugzilla.redhat.com/show_bug.cgi?id=2479797
- https://huntr.com/bounties/8462addd-b464-4a84-b6a2-5529604e6e5a
- https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-2611.json
How GTK Cyber trains on this
AI security training at GTK Cyber covers the LLM and ML-pipeline vulnerability classes that vulnerabilities like CVE-2026-2611 fall into. Our hands-on courses are taught by Charles Givre and other practitioners who break and defend production AI systems.