vciy

CVE-2022-33891

INDEX BUILT · 2026-09-20

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Apache Spark shell command injection vulnerability via Spark UI

CVE-2022-338914 of 4 sources documented this
73

rank 73 = 40 + 22 + 0 + 5 + 6

rank@v1 · act now

Someone is already using it

CISA KEV catalog · public proof-of-concept · FIRST EPSS

EPSS 0.93076 · CISA KEV listed  ·  without this subject the record ranks 33

What it costs you if it fires

NVD CVSS base score, then the CNA's own

CVSS 8.8, from NVD  ·  without this subject the record ranks 51

It is getting worse, not staying still

FIRST EPSS series, rescorings and bad loads removed

no persisting rise in 365 days  ·  without this subject the record ranks 73

How much of the world it touches

NVD CPE configurations

3 products in the CPE ranges  ·  without this subject the record ranks 68

Someone else already set the date

CISA KEV remediation due date

CISA remediation date held  ·  without this subject the record ranks 67

Unaudited dollar value2 of 3 inputs carry a receipt
Exposure$4.64Mover the next 30 days, if this record is yours
Movement+$1.92Mon 2022-09-08, the last material move, 3 years, 11 months before this reading
Basisassumeda published average, not your estate

$4.64M = $4.99M incident cost x 1 exposure x 0.93076 likelihood

udv@v1 · unaudited · wrong for you until you say what you run

$4.99M is the cost of a breach that happened, from IBM Cost of a Data Breach Report 2026, global average. It is not the value of any asset of yours. That average already covers breaches of every severity, so scaling it by exposure understates a partial-impact record. That is an assumption, not a measurement. Your own asset value goes in the decision record.

Hindsight · the state

0.93076EPSSKEV · LISTED
Severity8.8 HIGHreceipt
Harmtotal lossreceipt
Exploitationin the wild · KEVreceipt
Defenseno fix version held
Movementrisenreceipt
PLATEAU10Minimal movement since 2023-03-07, 1277 days at 0.93, as of 2026-09-04. arc-rules@v1

Foresight · where to check next

CVE-2017-6884ActiveMQ BrokerSoliton SystemsCVE-2023-43208CVE-2021-27102CVE-2021-2710433891

This record is one instance of CWE-78, improper neutralization of special elements used in an os command ('os command injection'). The index holds 6775 prior instances of this class, 121 KEV-listed. The nearest of its KEV-listed records are drawn beside this. taxonomy@v1

Full pattern panel

Prior records in this weakness class. Each is its own record, dated and receipted.
Color is a claim, not decoration:the hostile worldthe defenseno signalspoke length is how much of the record matches, not how bad it is

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Harm, if it fires from the vector and the weakness

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Reachnetwork-reachable · low privileges required · no user interaction · low attack complexityreceipt
ImpactComplete confidentiality, integrity and availability lossreceipt
Scored fromCVSS v3.1 · NVD's vectorreceipt
Weakness classCWE-78 Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')receipt
Published consequencesCWE-78: Confidentiality, Integrity, Availability, Non-Repudiation: Execute Unauthorized Code or Commands, DoS: Crash, Exit, or Restart, Read Files or Directories, Modify Files or Directories, Read…[email protected]
Ransomware campaign useUnknown to CISAreceipt

CISA KEV & Federal Remediation Deadline from the record and CISA

The fix, and how long it's been waiting.

Fixed inNo fix version in held sources, as the index stood on 4 Sep 2026.
Patch available sinceNo dated patch-availability record in held sources. The index holds reference URLs without dates and only the current revision of the CVE record, so the day a fix first existed cannot be derived. Only the versions it landed in.
CISA remediation statusoverdue since 2023-03-28receipt
CISA required actionApply updates per vendor instructions.receipt
Published to CISA KEV232 daysderived

Exploit Status & Known PoCs a ladder, not a score

Current rung: Exploited in the wild · CISA KEV listed, 2023-03-07.

  • RUNG 1Nothing observed in held sources
  • RUNG 2Proof-of-concept published · 11 public repositories2022-07-18receipt
  • RUNG 3Exploited in the wild · CISA KEV listed2023-03-07receipt
  • RUNG 4Ransomware campaign use known

Authority who says so

CVSS, NVD8.8 HIGHreceipt
Exploit probability0.93076 · top 0.17% of all CVEsreceipt
Blast breadth1 product across 1 vendorderived
Assigned byapachereceipt
Recorded changes98 · last 17 Sep 2026derived

Affected & Fixed Versions as published

Affected productApache Software Foundation Apache Sparkreceipt
Published rangesapache spark <= 3.0.3; apache spark >= 3.1.1 <= 3.1.2; apache spark >= 3.2.0 <= 3.2.1receipt

A rung lights from a row in the index, never from an assessment. "Held sources" is the true scope of the claim: this index reads the CVE record, NVD, CISA KEV, FIRST's EPSS and public proof-of-concept repositories, and it does not observe attacks.

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What it is stated by the CNA

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. receipt

Read the rest of the CNA's description

This affects Apache Spark versions 3.0.3 and earlier, versions 3.1.1 to 3.1.2, and versions 3.2.0 to 3.2.1.

NVD's analysis a second authority

severity
8.8 CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
weakness
CWE-78
affected versions
apache spark <= 3.0.3; apache spark >= 3.1.1 <= 3.1.2; apache spark >= 3.2.0 <= 3.2.1
also scored by
8.8 CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

check it yourself lists.apache.org packetstormsecurity.com openwall.com receipt

Dated events

2022-07-26EPSS moved 0.03 to 0.142022-09-08EPSS moved 0.14 to 0.532023-03-07EPSS moved 0.60 to 0.972023-03-07Added to CISA KEV2023-03-28CISA remediation due

Movement the material steps

18 Jul 20220.02559
26 Jul 20220.14055 · crossed 0.10
8 Sep 20220.52625 · crossed 0.50
7 Mar 20230.97401 · crossed 0.90 · scoring model v2023.03.01
17 Mar 20250.94251 · scoring model v2025.03.14
15 Jun 20260.92984 · scoring model v2026.06.15
2 Aug 20260.93076
Show all 84 observations
18 Jul 20220.02559
19 Jul 20220.03469
26 Jul 20220.14055
8 Sep 20220.52625
9 Sep 20220.5966
7 Mar 20230.97401
8 Mar 20230.97170
15 Mar 20230.97452
8 Apr 20230.97421
2 May 20230.97397
3 May 20230.96915
8 May 20230.97016
25 May 20230.96938
7 Jun 20230.96873
18 Jun 20230.96939
30 Jun 20230.97081
8 Jul 20230.97078
14 Jul 20230.97072
22 Jul 20230.96901
25 Jul 20230.97066
3 Aug 20230.97023
1 Sep 20230.97065
22 Sep 20230.96736
10 Oct 20230.96788
23 Oct 20230.96550
5 Nov 20230.96535
2 Dec 20230.96491
16 Dec 20230.96951
29 Dec 20230.96973
11 Jan 20240.96956
26 Jan 20240.97069
7 Feb 20240.97220
8 Feb 20240.97235
23 Feb 20240.97226
8 Mar 20240.97313
22 Mar 20240.97289
6 Apr 20240.97271
21 Apr 20240.97290
6 May 20240.97282
20 May 20240.97208
3 Jun 20240.97046
16 Jun 20240.97172
2 Jul 20240.97258
14 Jul 20240.97115
31 Jul 20240.97251
13 Aug 20240.97210
27 Aug 20240.97165
10 Sep 20240.97099
24 Sep 20240.97286
6 Nov 20240.97310
18 Nov 20240.97258
3 Dec 20240.97154
17 Dec 20240.97137
30 Dec 20240.97121
13 Jan 20250.97051
26 Jan 20250.97146
9 Feb 20250.97176
21 Feb 20250.97286
7 Mar 20250.97339
17 Mar 20250.94251
27 Mar 20250.94275
29 Mar 20250.94287
30 Mar 20250.94275
1 Apr 20250.9424
24 May 20250.94275
19 Jul 20250.93271
30 Jul 20250.9325
21 Aug 20250.93102
3 Sep 20250.93247
1 Oct 20250.93268
22 Oct 20250.93397
27 Oct 20250.93247
28 Oct 20250.93397
6 Nov 20250.93268
7 Nov 20250.93397
18 Nov 20250.93834
21 Nov 20250.93397
1 Dec 20250.93513
3 Dec 20250.93617
27 Dec 20250.93496
28 Dec 20250.93617
4 Jan 20260.93513
15 Jun 20260.92984
2 Aug 20260.93076

84 observations held. A highlighted step crossed a promotion threshold. A step marked with a scoring model moved because the instrument was replaced, not because the vulnerability changed. receipt

The full biography

EPSS 0.93076Published · Public PoC2022-07-18CISA KEV2023-03-07Index as of2026-09-04

Listed by CISA 232 days after it published and the record had been public for 4 years, 1 month when this index was last written.

No material movement in 33 days as of the last ingest this index recorded.

Published 2022-07-18 receipt · Public PoC 2022-07-18 receipt · CISA KEV 2023-03-07 receipt · Index as of 2026-09-04 derived

The pattern, elsewhere

This record is one instance of CWE-78, improper neutralization of special elements used in an os command ('os command injection'). The index holds 6775 prior instances of this class, 121 KEV-listed. The nearest of its KEV-listed records are drawn beside this. [email protected]

CVE-2017-6884matches 8 of 8KEV listed · 2017receipt
CVE-2026-34197 · Apache ActiveMQ Brokermatches 9 of 9KEV listed · 2026receipt
CVE-2026-25108 · Soliton Systems K.K. FileZenmatches 8 of 9KEV listed · 2026receipt
CVE-2023-43208matches 7 of 8KEV listed · 2023receipt
CVE-2021-27102matches 7 of 8KEV listed · 2021receipt
CVE-2021-27104matches 7 of 8KEV listed · 2021receipt

"Matches n of m" counts the attributes the two records can both be compared on: the CVSS metrics they share a version of, any weakness class beyond this one, and the vendor. fit-rules@v1

6775 records in this class held. The six above are drawn from the ones CISA has listed as exploited, ranked by how much of the record matches this one. That is why every one of them is KEV-listed: the pool is, so the colour on those spokes says nothing the pool has not already said.

No curated product neighbourhood is held for this product, so the records above are the nearest this index can name. The neighbourhood table covers a small set of products and is extended by hand.

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