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CVE-2026-56121 — feast

Fix: feast-dev/feast@835cda8

CVE-2026-56121 is a Deserialization of Untrusted Data vulnerability. A fix is available — see the affected versions and patch details below.

Feast < 0.63.0 Unauthenticated RCE via ApplyFeatureView gRPC Deserialization

Published
Updated
Affected
68 versions
Patched
See advisory
Exploits
None indexed
Exploitation data as of Nov 3, 2026 · OSV.dev, NVD, FIRST.org (EPSS)

Exploitation Status

Proof-of-concept exploit code exists

  • CISA’s SSVC triage found public proof-of-concept exploit code for this CVE, though no confirmed active exploitation.
  • CISA assesses this as automatable — exploitation doesn’t require manual, per-target effort, which raises the odds of mass scanning and opportunistic attacks.
  • A successful exploit gives an attacker total control of the affected component, not partial access.

Exploitation and automatability from CISA’s SSVC triage for CVE-2026-56121.

EPSS Exploitation Probability

via FIRST.org ↗
1.4%probability of exploitation in next 30 days
Lower Risk0.00%
Lower risk than most CVEs73th percentile — riskier than 73% of all scored CVEsHighest risk
0.36%0.88%1.39%1.91%0.9%1.4%Jul 26Oct 26Nov 26

Probability of exploitation in the next 30 days, from FIRST.org EPSS.

Description

Feast before 0.63.0 contains an unsafe deserialization vulnerability that allows unauthenticated or unauthorized attackers to achieve remote code execution by sending a crafted gRPC request to the registry server. The user_defined_function.body field of an OnDemandFeatureView spec is decoded from base64 and passed to dill.loads() before any authorization check is performed, enabling attackers to embed a malicious serialized Python object with an arbitrary reduce method to execute OS commands as the feast service account.

Detection & mitigation playbook

Vulnerability
  1. Detect

    Identify every host running the affected component and compare the installed build against the fixed version below — for source-built or distro-packaged software the version string, not a lockfile, is the source of truth (`dpkg -l`, `rpm -q`, or the binary's own `--version`).

  2. Fix

    Upgrade the affected component to the fixed release for CVE-2026-56121, or apply your distribution's backported patch — distro builds are often patched at an older version number, so check your vendor's advisory rather than the upstream version alone.

  3. Workarounds

    Do not deserialise data from untrusted sources: where the format allows it, restrict deserialisation to an explicit allowlist of expected types, and prefer a data-only format (JSON, Protobuf) over one that can reconstruct arbitrary objects until you can upgrade.

Fixing This On Your OS

If you run this on a Linux distribution, patch through your package manager against the distro's own security advisory below — it tracks the exact backported fix for your release, which can ship on a different timeline (and sometimes a different severity) than the upstream project.

Red HatImportant

Red Hat OpenShift AI ships Feast versions affected by CVE-2026-56121. This flaw allows remote code execution only against the Feast registry gRPC server (feast serve_registry, port 6570) when that service is running and reachable. Default OpenShift AI installations are not affected. Installing OpenShift AI deploys the…

Workaround published by Red Hat
- Restrict network access to Feature Server / registry endpoints (NetworkPolicy, Route auth, no public exposure). - Do not expose the Feast registry gRPC port to untrusted networks; place behind OpenShift Route + platform authentication.
Source: Red Hat security advisory for CVE-2026-56121 (CC BY 4.0)
ProductFixed inAdvisory
Red Hat OpenShift AI 2.25rhoai/odh-feature-server-rhel9:1792148523RHSA-2026:87410
Red Hat OpenShift AI 3.4rhoai/odh-pipeline-runtime-datascience-cpu-py312-rhel9:1787073866RHSA-2026:60520
Red Hat OpenShift AI 3.4rhoai/odh-feature-server-rhel9:1791863220RHSA-2026:84734

Frequently Asked Questions

Feast before 0.63.0 contains an unsafe deserialization vulnerability that allows unauthenticated or unauthorized attackers to achieve remote code execution by sending a crafted gRPC request to the registry server. The user_defined_function.body field of an OnDemandFeatureView spec is decoded from base64 and passed to dill.loads() before any authorization check is performed, enabling attackers to embed a malicious serialized Python object with an arbitrary __reduce__ method to execute OS commands as the feast service account.
O3 Security · Impact-Aware SCA

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CVE-2026-56121: feast RCE