CVE-2025-15031 - A vulnerability in MLflow's pyfunc extraction process allows for arbitrary file writes due to improper handlin

CVE-2025-15031 + A vulnerability in MLflow’s pyfunc extraction process allows for arbitrary file writes due to improper handlin + Critical + 2026-03-18

One-sentence business risk

Attackers can turn a normal application path into code execution, making this a direct production-host takeover risk.

Research notes

  • Root cause: A vulnerability in MLflow’s pyfunc extraction process allows for arbitrary file writes due to improper handling of tar archive entries.
  • Affected versions: affects the latest version of MLflow and poses a high/critical risk in scenarios involving multi-tenant environments or ingestion of untrusted artifacts, as it can lead.
  • Fixed / safe versions: version of MLflow and poses a high.
  • Public exploit / PoC signal: the consulted NVD/GHSA/vendor sources describe the trigger class; treat it as reproducible until patched.
  • CVSS: 9.1 CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N.

Exact vulnerable code pattern

target = join(base_dir, user_path); read_or_write(target)

Fixed / mitigated code pattern

target = realpath(join(base_dir, user_path)); assert target is inside realpath(base_dir)

Dependency or runtime update:

rg -n "affected component|CVE-2025-15031" .
# update affected runtime/product to version of MLflow and poses a high

Step-by-step integration guide

  1. Inventory affected component across source, lockfiles, SBOMs, container images, CI images, and deployment manifests.
  2. Upgrade to version of MLflow and poses a high or apply the exact vendor patch referenced below.
  3. Replace the vulnerable path-traversal pattern with the fixed pattern and fail closed on malformed input.
  4. Add a regression test that exercises the advisory trigger and proves the request is rejected, bounded, or authorized.
  5. Deploy through canary, monitor security logs and resource metrics, then remove temporary edge blocks only after all runtimes are fixed.

Alternative mitigations

  • Disable the vulnerable feature path while the package/runtime update rolls out.
  • Add WAF or reverse-proxy rules for traversal tokens, prototype-polluting keys, oversized frames, shell metacharacters, or unauthenticated tool calls matching the trigger class.
  • Restrict internal egress, rotate exposed secrets, and revoke affected tokens/keys if the vulnerability can disclose config, logs, JWT secrets, proxy credentials, or PKI material.
  • For admin/API authorization issues, temporarily require elevated roles and explicit ownership checks at the gateway.

Detection signature

id: cve-2025-15031-a-vulnerability-in-mlflow-s-pyfunc-extraction-pr
source: NVD
dependency_or_product: "affected component"
affected: "affects the latest version of MLflow and poses a high/critical risk in scenarios involving multi-tenant environments or ingestion of untrusted artifacts, as it can lead"
fixed: "version of MLflow and poses a high"
signals:
  - "path-traversal"
  - "../"
  - "__proto__"
  - "tools/call"
  - "wp_ajax_nopriv"
  - "pickle.loads"
  - "shell command construction"
action: "upgrade, add regression test, and verify deploy artifact"

Copy-paste skill

You are remediating CVE-2025-15031 (A vulnerability in MLflow's pyfunc extraction process allows for arbitrary file writes due to improper handlin) in this repository.

Find every affected dependency, runtime, image, service configuration, and reachable code path. Upgrade or patch to version of MLflow and poses a high. Replace the vulnerable path-traversal pattern with a fail-closed implementation, add a regression test for the trigger shape, and update deployment/SBOM artifacts. If this repository does not control the affected runtime, create TRIAGE.md naming the owner, affected version, fixed version, and blocking decision.

Keywords, affected tech stack, and revenue tags

  • Keywords: CVE-2025-15031, path-traversal, affected component, NVD.
  • Affected tech stack: general.
  • Revenue tags: sellable_to_fintech, enterprise_blocker, zero_day_gold.

References