CVE-2026-56121

CRITICALPre-NVD 9.89.8
EchelonGraph scoreMEDIUM confidence

“—” beside the score: it is equal to the CVSS score beside it.

Score 9.8 from GitHub Security Advisory (severity: CRITICAL) published 2026-06-24. The CNA's CVSS baseline 9.8; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: the CNA's CVSS, EPSS, GitHub Security Advisory
Elevated

Also known asEUVD-2026-38801 (ENISA EUVD) · GHSA-q63x-9pfm-mjx4 (GitHub Security Advisories)Source: ENISA EUVD

9.8EG
EchelonGraph verdictPlan a fixRemediate within your standard update timelines at low or medium mission impact and sooner than that at high (the SSVC decision on this page).
  • CISA's Vulnrichment rates exploitation as PoC; EchelonGraph holds no exploit-code reference for it
CISA-KEV: Not listedEPSS PROB: 1.4%CVSS: 9.8Exploit: No code on recordExposed services: Not assessed

A fix is available — apply it.

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.

CVSS v3
9.8
EG Score
9.8CRITICALmedium confidence
EG Risk
75
EG Risk 75/100

EG Risk is EchelonGraph's 0–100 priority score. It fuses impact severity (EG Severity, the CVSS base score, never the KEV-floored or EPSS-lifted EG Score) with real-world exploitation and automatability, under weights EchelonGraph set by hand, so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner.

How it’s computed (value × EchelonGraph’s weight)
Severity98% × 45%
Impact severity (EG Severity): CVSS 9.8 of 10. Never the KEV-floored or EPSS-lifted EG Score.
Exploitation40% × 40%
EchelonGraph's fixed weight for EG-KEV Tier 3 (Elevated): a constant, not a probability.
Automatability100% × 15%
CISA's SSVC Automatable value: yes (Vulnrichment).
SSVC (CISA's decision table, applied by EchelonGraph): Track at low, Track* at medium and Attend at high mission impact.
Exploitation public PoC (CISA Vulnrichment) · Automatable yes (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE.
Action: A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high.
EPSS PROB
1.4%
EPSS %ILE
72nd
KEV
Not listed

What the EG score is made of (scorer v4.0: the three questions the 0–10 score mixes, published apart · methodology)

The EG score (9.8): severity, escalated by confirmed exploitation. This CVE's 9.8 is its impact severity (EG Severity), not escalated.

EG Severity
9.8 CRITICALCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.GitHub Security Advisory CVSS
EG Likelihood
1.4% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-11-12). FIRST's exploitation probability, not an EchelonGraph model.
Confirmed exploitation
None on record (CISA KEV, EG-KEV Tier 1)Reported apart from the likelihood: an observed fact, not a probability.
EG Priority
SSVC Track* at medium mission impactTrack at low, Track* at medium and Attend at high mission impact.CISA BOD 26-04: 3 days if the affected system is publicly exposed; 60 days if it is not.Each input and its source, and whom BOD 26-04 binds: the SSVC and BOD 26-04 blocks below.

SSVC (CISA's decision table, applied by EchelonGraph)Track at low, Track* at medium and Attend at high mission impact.

A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high.

Exploitation public PoC (CISA Vulnrichment) · Automatable yes (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE. Mission impact is CISA's Mission & Well-being decision point, and only you can judge it. CISA's table makes it high when Mission Prevalence is Essential — the vulnerable component "directly provides capabilities that constitute at least one MEF for at least one entity" (MEF: mission essential function) — or when Public Well-Being Impact is Irreversible: "multiple fatalities are likely", the cyber-physical system "is likely lost or destroyed", "extreme or serious externalities" are imposed on other parties, or social systems such as elections or the financial grid "are destabilized and potentially collapse". CISA's decision table

BOD 26-04 (CISA's remediation timeline, Table 1)3 days if the affected system is publicly exposed; 60 days if it is not.

The score's inputs: In CISA KEV no (CISA's KEV catalog) · Automatable yes (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). Whether your system is publicly exposed is yours to answer. BOD 26-04 binds US Federal Civilian Executive Branch agencies; for anyone else it is CISA's published timeline, a reference rather than an obligation. The directive · how EchelonGraph applies it

Published

June 24, 2026

Last Modified

November 8, 2026

Advisory Details (8)

Auto-updated Nov 8, 2026
Patch available. Sources: github_commit, github_release, redhat.
Red HatMentions a patch (unverified)
https://access.redhat.com/errata/RHSA-2026:60520
Red Hat

2492229 – (CVE-2026-56121) CVE-2026-56121 feast: Feast: Remote Code Execution via Unsafe Deserialization in gRPC Registry Server

https://bugzilla.redhat.com/show_bug.cgi?id=2492229
Red HatMentions a patch (unverified)

CVE-2026-56121 - Red Hat Customer Portal

Affected: Red Hat Enterprise Linux 8 or OpenShift Container Platform 4, is affected by this vulnerability and a fix may be released to a

https://access.redhat.com/security/cve/CVE-2026-56121
Web page

Feast < 0.63.0 Unauthenticated RCE via ApplyFeatureView gRPC Deserialization | Advisories | VulnCheck

https://www.vulncheck.com/advisories/feast-unauthenticated-rce-via-applyfeatureview-grpc-deserialization
GitHub commit Patch Available

commit 835cda8e2c13 (feast-dev/feast)

Patch available: feast-dev/feast v0.63.0 (contains commit 835cda8e2c13)

https://github.com/feast-dev/feast/commit/835cda8e2c1359f1f496ad72701dbd6a73bdb25a
GitHub release Patch Available

v0.63.0

Patch available: feast-dev/feast v0.63.0

https://github.com/feast-dev/feast/releases/tag/v0.63.0
Web page

huntr - The world's first bug bounty platform for AI/ML

https://huntr.com/bounties/d64b8111-180b-46ba-afa3-c877fda2ede6

Patch Availability(4)

Vendor / EcosystemFix (by version range) / PatchReleasedSource
redhatrhoai/odh-feature-server-rhel9:17921485232026-10-21redhat
redhatrhoai/odh-feature-server-rhel9:17918632202026-10-19redhat
redhatrhoai/odh-workbench-jupyter-tensorflow-rocm-py312-rhel9:17870737132026-08-27redhat
pipfeast @ 0.63.0 (fixes < 0.63.0)—ghsa

Patches are aggregated from vendor advisories (Red Hat, Microsoft, Cisco, GitHub) and package ecosystems (OSV, GHSA). Multiple rows for the same upstream release have been deduplicated.

Affected Packages

(1 across 1 ecosystem)
PyPI(1)
PackageVulnerable rangeFix by version rangeDependents
feast0.1.0 ... 0.9.9 (147 versions)
  • every version up to 0.63.0: fixed in 0.63.0
—

Weakness Classification(1)

MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.

Data Freshness Timeline

(refreshed 21× in last 7d / 93× in last 30d)

Each row is a time one of our pipelines fetched, updated or re-scored this CVE. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed its CVE.org record (CNA or CISA ADP). An arrow marks a change the record states ("CVSS v3 → 9.1"); EPSS and GHSA rows show the values recorded at that time, not what changed (EPSS values are rounded; hover one for the exact figures). "EchelonGraph re-scored" is our own recompute of this CVE's score, not an update from a source, and is not counted in the refreshes above. Most recent first.

Showing the most recent 100 of 612 rows on record for this CVE.

A repeat, a row identical to one the same pipeline wrote less than 10 seconds earlier, is not a separate refresh and is not counted. None are among the latest 100 rows. The 512 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-11-13 15:04 UTCEchelonGraph re-scored
  2. 2026-11-13 15:04 UTCVendor advisory
  3. 2026-11-13 15:04 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  4. 2026-11-12 16:34 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  5. 2026-11-12 14:55 UTCEchelonGraph re-scored
  6. 2026-11-12 14:55 UTCVendor advisory
  7. 2026-11-12 14:55 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  8. 2026-11-11 16:40 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  9. 2026-11-11 14:45 UTCEchelonGraph re-scored
  10. 2026-11-11 14:45 UTCVendor advisory
  11. 2026-11-11 14:45 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  12. 2026-11-10 16:44 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  13. 2026-11-10 14:36 UTCEchelonGraph re-scored
  14. 2026-11-10 14:36 UTCVendor advisory
  15. 2026-11-10 14:36 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  16. 2026-11-09 16:35 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  17. 2026-11-09 14:25 UTCEchelonGraph re-scored
  18. 2026-11-09 14:25 UTCVendor advisory
  19. 2026-11-09 14:25 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  20. 2026-11-08 16:40 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  21. 2026-11-08 14:16 UTCEchelonGraph re-scored
  22. 2026-11-08 14:16 UTCVendor advisory
  23. 2026-11-08 14:16 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  24. 2026-11-07 16:39 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  25. 2026-11-07 15:18 UTCEchelonGraph re-scored
Show 75 more
  1. 2026-11-07 15:18 UTCVendor advisory
  2. 2026-11-07 15:18 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  3. 2026-11-06 16:38 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  4. 2026-11-06 15:09 UTCEchelonGraph re-scored
  5. 2026-11-06 15:09 UTCVendor advisory
  6. 2026-11-06 15:09 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  7. 2026-11-06 12:25 UTCOSV refresh
  8. 2026-11-05 16:38 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  9. 2026-11-05 15:00 UTCEchelonGraph re-scored
  10. 2026-11-05 15:00 UTCVendor advisory
  11. 2026-11-05 15:00 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  12. 2026-11-04 16:36 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  13. 2026-11-04 14:51 UTCEchelonGraph re-scored
  14. 2026-11-04 14:51 UTCVendor advisory
  15. 2026-11-04 14:51 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  16. 2026-11-03 16:48 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  17. 2026-11-03 14:41 UTCEchelonGraph re-scored
  18. 2026-11-03 14:41 UTCVendor advisory
  19. 2026-11-03 14:41 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  20. 2026-11-02 16:45 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  21. 2026-11-02 14:12 UTCEchelonGraph re-scored
  22. 2026-11-02 14:12 UTCVendor advisory
  23. 2026-11-02 14:12 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  24. 2026-11-01 16:34 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  25. 2026-11-01 14:03 UTCEchelonGraph re-scored
  26. 2026-11-01 14:03 UTCVendor advisory
  27. 2026-11-01 14:03 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  28. 2026-10-31 16:33 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  29. 2026-10-31 13:53 UTCEchelonGraph re-scored
  30. 2026-10-31 13:53 UTCVendor advisory
  31. 2026-10-31 13:53 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  32. 2026-10-30 16:34 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  33. 2026-10-30 13:44 UTCEchelonGraph re-scored
  34. 2026-10-30 13:44 UTCVendor advisory
  35. 2026-10-30 13:44 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  36. 2026-10-29 16:33 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  37. 2026-10-29 13:22 UTCEchelonGraph re-scored
  38. 2026-10-29 13:22 UTCVendor advisory
  39. 2026-10-29 13:22 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  40. 2026-10-28 16:32 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  41. 2026-10-28 13:10 UTCEchelonGraph re-scored
  42. 2026-10-28 13:10 UTCVendor advisory
  43. 2026-10-28 13:10 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  44. 2026-10-27 16:32 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  45. 2026-10-27 12:59 UTCVendor advisory
  46. 2026-10-27 12:59 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  47. 2026-10-27 02:42 UTCEchelonGraph re-scored
  48. 2026-10-27 02:42 UTCVendor advisory
  49. 2026-10-27 02:42 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  50. 2026-10-26 16:31 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  51. 2026-10-25 22:26 UTCEchelonGraph re-scored
  52. 2026-10-25 22:26 UTCVendor advisory
  53. 2026-10-25 22:26 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  54. 2026-10-25 16:33 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  55. 2026-10-25 14:18 UTCEchelonGraph re-scored
  56. 2026-10-25 12:24 UTCEchelonGraph re-scored
  57. 2026-10-25 12:24 UTCVendor advisory
  58. 2026-10-25 12:24 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  59. 2026-10-24 16:33 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  60. 2026-10-24 12:15 UTCEchelonGraph re-scored
  61. 2026-10-24 12:15 UTCVendor advisory
  62. 2026-10-24 12:15 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  63. 2026-10-23 16:32 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  64. 2026-10-23 12:06 UTCEchelonGraph re-scored
  65. 2026-10-23 12:06 UTCVendor advisory
  66. 2026-10-23 12:05 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  67. 2026-10-22 16:34 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  68. 2026-10-22 11:53 UTCEchelonGraph re-scored
  69. 2026-10-22 11:53 UTCVendor advisory
  70. 2026-10-22 11:53 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  71. 2026-10-21 16:33 UTCEPSS rescoreEPSS 1.4% · 72nd percentile
  72. 2026-10-21 11:43 UTCEchelonGraph re-scored
  73. 2026-10-21 11:43 UTCVendor advisory
  74. 2026-10-21 11:43 UTCGHSA enrichmentGHSA-q63x-9pfm-mjx4 · GitHub severity CRITICAL · GitHub CVSS 9.8
  75. 2026-10-20 16:33 UTCEPSS rescoreEPSS 1.4% · 72nd percentile

Frequently asked(5)

What is CVE-2026-56121?
CVE-2026-56121 is a critical-severity vulnerability; its CVE record was published on June 24, 2026. 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…
When was CVE-2026-56121 made public?
CVE-2026-56121 was made public on February 21, 2026: that is the date its CVE record's CNA, VulnCheck, gives for when the vulnerability was made public. The CVE record itself was published on June 24, 2026. EchelonGraph's copy of the record carries a last-modified date of November 8, 2026; the record at its source may have been updated since.
Is CVE-2026-56121 actively exploited?
CVE-2026-56121 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 1.4% probability of exploitation in the next 30 days (72nd percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-56121?
CVE-2026-56121 has a CVSS base score of 9.8 (the CNA's own assessment, by vulncheck; NVD's own analysis pending).
How do I remediate CVE-2026-56121?
A fix for CVE-2026-56121 is available: update to the fixed version the vendor names in its advisory. The vendor advisories EchelonGraph has for CVE-2026-56121 are linked in the Vendor Advisories panel on this page.

Dependency Blast Radius

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