CVE-2026-53995

Description

MLflow 3.17.1 and earlier contains a path traversal vulnerability in the FileStore tracking backend that allows unauthenticated attackers to control filesystem paths by submitting a crafted trace ID containing traversal sequences to the POST /api/3.0/mlflow/traces endpoint. Attackers can exploit FileStore.start_trace() to write trace_info.yaml, request_metadata, and tag files with attacker-controlled metadata outside the intended experiment trace directory, subject to the server process's filesystem permissions. FileStore is the default tracking backend before MLflow 3.7.0 and opt-in thereafter (the default changed to a SQLite database), so deployments in the earlier part of the affected range are vulnerable without special configuration while later ones are affected only when FileStore is explicitly selected.

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Produits concernés

• mlflow

Scores CVSS

Faiblesses (CWE)

• CWE-22

Références

• https://github.com/SaiTeja-Erukude/CVE-2026-53995-mlflow-path-traversal
• https://github.com/mlflow/mlflow/pull/26842
• https://www.vulncheck.com/advisories/mlflow-path-traversal-via-trace-id-api

Ailleurs

• NVD
• CVE.org
• CIRCL Vulnerability-Lookup
• CERT-FR
• GitHub Advisories