CVE-2023-32007

CRITICALNVD 8.89.0
EchelonGraph scoreHIGH confidence

“▲” beside the score: it is higher than NVD's CVSS score.

Score elevated to 9.0 because EPSS predicted 76% probability of exploitation within the next 30 days (99th percentile of EPSS-scored CVEs) when EchelonGraph scored this CVE. NVD baseline CVSS 8.8 retained for reference. Confidence: see factors.

Triggered by: EPSS exploit prediction (continuous uplift above 30%)
Sources: EPSS, NVD CVSS v3
Elevated
9.0EG
EchelonGraph verdictPlan a fixRemediate within your standard update timelines (the SSVC decision on this page).
  • High exploitation likelihood — EPSS 76%
CISA-KEV: Not listedEPSS PROB: 76%CVSS: 8.8Exploit: No code on recordExposed services: Not assessed

A fix is available — apply it.

UNSUPPORTED WHEN ASSIGNED The Apache Spark UI offers the possibility to enable ACLs via the configuration option spark.acls.enable. With an authentication filter, this checks whether a user has access permissions to view or modify the application. If ACLs are enabled, a code path in HttpSecurityFilter can allow someone to perform impersonation by providing an arbitrary user name. A malicious user might then be able to reach a permission check function that will ultimately build a Unix shell command based on their input, and execute it. This will result in arbitrary shell command execution as the user Spark is currently running as. This issue was disclosed earlier as CVE-2022-33891, but incorrectly claimed version 3.1.3 (which has since gone EOL) would not be affected.

NOTE: This vulnerability only affects products that are no longer supported by the maintainer.

Users are recommended to upgrade to a supported version of Apache Spark, such as version 3.4.0.

CVSS v3
8.8
EG Score
9.0CRITICALhigh confidence
EG Risk
70
EG Risk 70/100

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)
Severity88% × 45%
Impact severity (EG Severity): CVSS 8.8 of 10. Never the KEV-floored or EPSS-lifted EG Score.
Exploitation76% × 40%
FIRST EPSS: the 30-day exploitation probability when EchelonGraph scored this CVE.
Automatability0% × 15%
CISA's SSVC Automatable value: no (Vulnrichment).
SSVC (CISA's decision table, applied by EchelonGraph): Track at low or medium mission impact; Track* at high (mission-essential systems).
Exploitation none (CISA Vulnrichment) · Automatable no (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.
EPSS PROB
76%
EPSS %ILE
99th
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 (9.0): severity, escalated by confirmed exploitation. This CVE's 9.0 is EPSS's lift toward 9.0 from its impact severity (EG Severity, CVSS 8.8 HIGH): a likelihood of exploitation, not impact.

EG Severity
8.8 HIGHCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.NVD CVSS v3 · CVSS v3.0 or v3.1
EG Likelihood
76% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-23). 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 or medium mission impact; Track* at high (mission-essential systems).CISA BOD 26-04: 14 days if the affected system is publicly exposed; Fix on system upgrade if it is not.Each input and its source: the SSVC and BOD 26-04 blocks below.

SSVC (CISA's decision table, applied by EchelonGraph)Track at low or medium mission impact; Track* at high (mission-essential systems).

A fix is available. Apply it within your standard update timelines.

Exploitation none (CISA Vulnrichment) · Automatable no (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)14 days if the affected system is publicly exposed; Fix on system upgrade if it is not.

In CISA KEV no (CISA's KEV catalog) · Automatable no (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

May 2, 2023

Last Modified

February 13, 2025

Advisory Details (4)

Auto-updated Aug 1, 2026
Patch available.
Web page

Security | Apache Spark

https://spark.apache.org/security.html
Web page

oss-security - CVE-2023-32007: Apache Spark: Shell command injection via Spark UI

http://www.openwall.com/lists/oss-security/2023/05/02/1

Affected Packages

(2 across 2 ecosystems)
Maven(1)
PackageVulnerable rangeFix by version rangeDependents
org.apache.spark:spark-parent_2.123.1.1, 3.1.2, 3.1.3, 3.2.0, 3.2.1
  • 3.1.1 up to 3.2.2: fixed in 3.2.2
—
PyPI(1)
PackageVulnerable rangeFix by version rangeDependents
pyspark2.1.1 ... 3.2.1 (30 versions)
  • 3.1.1 up to 3.2.2: fixed in 3.2.2
  • every version up to 3.2.2: fixed in 3.2.2
—

Weakness Classification(1)

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

Data Freshness Timeline

(refreshed 12× in last 7d / 28× 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 it from the CNA feed. 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). Most recent first.

Showing the most recent 84 of 118 refreshes 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. 16 repeat rows among the latest 100 are merged into the row they repeat. The 34 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-10-24 00:00 UTCEG score recompute
  2. 2026-10-23 00:24 UTCEG score recompute
  3. 2026-10-22 16:31 UTCEPSS rescoreEPSS 76% · 99th percentile
  4. 2026-10-22 00:46 UTCEG score recompute
  5. 2026-10-21 16:29 UTCEPSS rescoreEPSS 76% · 99th percentile
  6. 2026-10-21 01:11 UTCEG score recompute
  7. 2026-10-20 16:29 UTCEPSS rescoreEPSS 76% · 99th percentile
  8. 2026-10-20 01:35 UTCEG score recompute
  9. 2026-10-19 00:29 UTCEG score recompute
  10. 2026-10-18 08:01 UTCEG score recompute
  11. 2026-10-18 00:54 UTCEG score recompute
  12. 2026-10-17 16:29 UTCEPSS rescoreEPSS 76% · 99th percentile
  13. 2026-10-17 01:16 UTCEG score recompute
  14. 2026-10-16 01:25 UTCEG score recompute
  15. 2026-10-15 16:29 UTCEPSS rescoreEPSS 76% · 99th percentile
  16. 2026-10-14 20:57 UTCEG score recompute
  17. 2026-10-14 16:29 UTCEPSS rescoreEPSS 76% · 99th percentile
  18. 2026-10-13 16:49 UTCEG score recompute
  19. 2026-10-13 16:30 UTCEPSS rescoreEPSS 76% · 99th percentile
  20. 2026-10-12 17:10 UTCEG score recompute
  21. 2026-10-11 21:53 UTCEG score recompute
  22. 2026-10-11 13:45 UTCEPSS rescoreEPSS 76% · 99th percentile
  23. 2026-10-09 20:05 UTCEPSS rescoreEPSS 76% · 99th percentile
  24. 2026-10-07 23:46 UTCEPSS rescoreEPSS 76% · 99th percentile
  25. 2026-10-04 23:20 UTCEPSS rescoreEPSS 76% · 99th percentile
Show 59 more
  1. 2026-09-30 16:22 UTCEG score recompute
  2. 2026-09-26 15:55 UTCEPSS rescoreEPSS 76% · 99th percentile
  3. 2026-09-24 14:01 UTCEPSS rescoreEPSS 76% · 99th percentile
  4. 2026-09-23 13:09 UTCOSV refresh
  5. 2026-09-22 14:45 UTCEPSS rescoreEPSS 76% · 99th percentile
  6. 2026-09-20 20:14 UTCEPSS rescoreEPSS 76% · 99th percentile
  7. 2026-09-16 14:05 UTCEPSS rescoreEPSS 76% · 99th percentile
  8. 2026-09-13 16:44 UTCEPSS rescoreEPSS 76% · 99th percentile
  9. 2026-09-12 14:58 UTCEPSS rescoreEPSS 76% · 99th percentile
  10. 2026-09-08 21:57 UTCEPSS rescoreEPSS 76% · 99th percentile
  11. 2026-09-06 13:45 UTCEPSS rescoreEPSS 76% · 99th percentile
  12. 2026-09-05 15:26 UTCEPSS rescoreEPSS 76% · 99th percentile
  13. 2026-09-04 13:58 UTCEPSS rescoreEPSS 76% · 99th percentile
  14. 2026-09-04 07:59 UTCOSV refresh
  15. 2026-09-02 14:09 UTCEPSS rescoreEPSS 76% · 99th percentile
  16. 2026-08-30 19:15 UTCEPSS rescoreEPSS 76% · 99th percentile
  17. 2026-08-28 21:38 UTCEPSS rescoreEPSS 76% · 99th percentile
  18. 2026-08-26 14:43 UTCEPSS rescoreEPSS 76% · 99th percentile
  19. 2026-08-25 13:46 UTCEPSS rescoreEPSS 76% · 99th percentile
  20. 2026-08-24 14:14 UTCEPSS rescoreEPSS 76% · 99th percentile
  21. 2026-08-21 23:47 UTCEPSS rescoreEPSS 76% · 99th percentile
  22. 2026-08-19 17:02 UTCEPSS rescoreEPSS 76% · 99th percentile
  23. 2026-08-18 13:46 UTCEPSS rescoreEPSS 76% · 99th percentile
  24. 2026-08-17 18:59 UTCOSV refresh
  25. 2026-08-16 02:12 UTCEPSS rescoreEPSS 76% · 99th percentile
  26. 2026-08-15 01:28 UTCEPSS rescoreEPSS 76% · 99th percentile
  27. 2026-08-13 21:58 UTCEPSS rescoreEPSS 76% · 99th percentile
  28. 2026-08-12 13:48 UTCEPSS rescoreEPSS 76% · 99th percentile
  29. 2026-08-11 13:39 UTCEPSS rescoreEPSS 76% · 99th percentile
  30. 2026-08-09 13:44 UTCEPSS rescoreEPSS 76% · 99th percentile
  31. 2026-08-08 16:34 UTCEPSS rescoreEPSS 76% · 99th percentile
  32. 2026-08-07 16:24 UTCEPSS rescoreEPSS 76% · 99th percentile
  33. 2026-08-05 19:15 UTCEPSS rescoreEPSS 76% · 99th percentile
  34. 2026-08-02 14:27 UTCOSV refresh
  35. 2026-08-01 04:13 UTCEPSS rescoreEPSS 76% · 99th percentile
  36. 2026-07-30 01:28 UTCEPSS rescoreEPSS 76% · 99th percentile
  37. 2026-07-26 14:52 UTCEPSS rescoreEPSS 76% · 99th percentile
  38. 2026-07-24 14:15 UTCEPSS rescoreEPSS 76% · 99th percentile
  39. 2026-07-23 14:16 UTCEPSS rescoreEPSS 76% · 99th percentile
  40. 2026-07-23 02:22 UTCEG score recompute▲ 0.20
  41. 2026-07-22 23:09 UTCEG score recompute▼ 0.20
  42. 2026-07-22 14:06 UTCEPSS rescoreEPSS 76% · 99th percentile
  43. 2026-07-21 15:23 UTCEPSS rescoreEPSS 76% · 99th percentile
  44. 2026-07-20 17:06 UTCEPSS rescoreEPSS 76% · 99th percentile
  45. 2026-07-19 14:29 UTCEPSS rescoreEPSS 76% · 99th percentile
  46. 2026-07-19 02:27 UTCEPSS rescoreEPSS 76% · 99th percentile
  47. 2026-07-18 10:03 UTCEPSS rescoreEPSS 76% · 99th percentile
  48. 2026-07-16 17:01 UTCEPSS rescoreEPSS 76% · 99th percentile
  49. 2026-07-15 21:49 UTCOSV refresh
  50. 2026-07-15 16:56 UTCEPSS rescoreEPSS 76% · 99th percentile
  51. 2026-07-15 01:58 UTCEPSS rescoreEPSS 76% · 99th percentile
  52. 2026-07-13 06:11 UTCEPSS rescoreEPSS 76% · 99th percentile
  53. 2026-07-11 08:25 UTCEPSS rescoreEPSS 76% · 99th percentile
  54. 2026-07-08 15:13 UTCEPSS rescoreEPSS 76% · 99th percentile
  55. 2026-07-06 16:26 UTCEPSS rescoreEPSS 76% · 99th percentile
  56. 2026-07-05 02:28 UTCEPSS rescoreEPSS 76% · 99th percentile
  57. 2026-07-02 16:59 UTCEPSS rescoreEPSS 76% · 99th percentile
  58. 2026-07-01 15:04 UTCEPSS rescoreEPSS 76% · 99th percentile
  59. 2026-06-30 23:21 UTCEPSS rescoreEPSS 76% · 99th percentile

Frequently asked(5)

What is CVE-2023-32007?
CVE-2023-32007 is a critical-severity vulnerability; its CVE record was published on May 2, 2023. UNSUPPORTED WHEN ASSIGNED The Apache Spark UI offers the possibility to enable ACLs via the configuration option spark.acls.enable. With an authentication filter, this checks whether a user has access permissions to view or modify the application. If ACLs are enabled, a code path in…
When was the CVE record for CVE-2023-32007 published?
The CVE record for CVE-2023-32007 was published on May 2, 2023. That is the record's publication date; the vulnerability itself may have been made public earlier. EchelonGraph's copy of the record carries a last-modified date of February 13, 2025; the record at its source may have been updated since.
Is CVE-2023-32007 actively exploited?
CVE-2023-32007 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 76% probability of exploitation in the next 30 days (99th percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2023-32007?
CVE-2023-32007 has a CVSS v3 base score of 8.8 (NVD). EchelonGraph synthesises NVD + CISA KEV + FIRST EPSS + GHSA into a combined EG score of 9.0 (CRITICAL).
How do I remediate CVE-2023-32007?
A fix for CVE-2023-32007 is available: update to the fixed version the vendor names in its advisory.

Dependency Blast Radius

See which npm, PyPI, Go, and Maven packages are affected by CVE-2023-32007

Explore →

Is Your Infrastructure Affected by CVE-2023-32007?

EchelonGraph automatically scans your cloud infrastructure and maps CVE exposure using blast radius analysis.