`CVE-2022-31777` Apache Spark

Affected software	Apache Spark
Severity	5.4 Medium CVSS 3.1 2 scores
Fixed in	`3.2.2`, `3.3.1`
Weakness	CWE-74
Published	1 Nov 2022
Updated	17 Jun 2026

Description

A stored cross-site scripting (XSS) vulnerability in Apache Spark 3.2.1 and earlier, and 3.3.0, allows remote attackers to execute arbitrary JavaScript in the web browser of a user, by including a malicious payload into the logs which would be returned in logs rendered in the UI.

Exploitation status

No public exploit

No exploit has been reported in the sources we check. Published 4 years ago.

CISA KEV not listed
VulnCheck KEV not listed
CISA Vulnrichment exploitation: none
Indexed PoC none indexed
EPSS 1.8% chance in 30 days

Waratek protection

No exploit published

Within Waratek scope. In the sources we check, nobody has published exploit code for this CVE or reported it being exploited.

A public code fix exists: apache/spark ad90195.

Protection none
Action unverified
Review automated Upstream data
Record active

Decided by	Exploit code for this candidate, published in a reviewed catalogue or a GitHub repository with 5 or more stars, or in use per CISA or VulnCheck; not only a CISA verdict, a forecast, or nothing at all
Finding	This CVE is not listed in CISA KEV or VulnCheck KEV, CISA Vulnrichment records no active exploitation, no reviewed exploit catalogue carries an entry for it, and no GitHub PoC repository for it has 5 or more stars. Nobody has published exploit code worth tracing, so it is not a candidate for a rule ahead of the ones where somebody has; an upstream fix path does exist, so the remediation half of the candidacy still holds. This is a statement about what has been published, not about whether the defect is reachable or serious.

Decided by

Exploit code for this candidate, published in a reviewed catalogue or a GitHub repository with 5 or more stars, or in use per CISA or VulnCheck; not only a CISA verdict, a forecast, or nothing at all

Finding

This CVE is not listed in CISA KEV or VulnCheck KEV, CISA Vulnrichment records no active exploitation, no reviewed exploit catalogue carries an entry for it, and no GitHub PoC repository for it has 5 or more stars. Nobody has published exploit code worth tracing, so it is not a candidate for a rule ahead of the ones where somebody has; an upstream fix path does exist, so the remediation half of the candidacy still holds. This is a statement about what has been published, not about whether the defect is reachable or serious.

CVSS

5.4 MEDIUM v3.1 CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N 2 metrics

We show the highest score from the newest CVSS version. Scores from different versions can't be compared, and the first score listed is sometimes a 0.0 placeholder.

Version Score Band Vector Assigner Type

CVSS 3.1 5.4 MEDIUM CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N NVD Primary published

CVSS 3.1 5.4 MEDIUM CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N CISA-ADP Secondary

Version	Score	Band	Vector	Assigner	Type
CVSS 3.1	5.4	MEDIUM	`CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N`	NVD	Primary	published
CVSS 3.1	5.4	MEDIUM	`CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N`	CISA-ADP	Secondary

Affected software and releases

Oracle advisories

Advisory	Type	Quarter	Products Oracle names in its risk matrix
Oracle Critical Patch Update July 2023 ↗	CPU	2023-Q3	Oracle Analytics / Analytics Server (Apache Spark) (6.4.0.0.0)

Advisory

Type

Quarter

Products Oracle names in its risk matrix

Oracle Critical Patch Update July 2023 ↗

CPU

2023-Q3

Oracle Analytics / Analytics Server (Apache Spark) (6.4.0.0.0)

Oracle components and versions

Family	Component	Versions, as Oracle lists them	Read as
Oracle Analytics	Analytics Server (Apache Spark)	6.4.0.0.0	6.4.0.0.0

Family

Component

Versions, as Oracle lists them

Read as

Oracle Analytics

Analytics Server (Apache Spark)

6.4.0.0.0

Maven packages

Affected and fixed versions, from OSV.dev

Package Introduced Fixed Last affected

org.apache.spark:spark-core_2.9.3 0 none unbounded

org.apache.spark:spark-core_2.13 0 3.2.2 unbounded

org.apache.spark:spark-core_2.13 3.3.0 3.3.1 unbounded

org.apache.spark:spark-core_2.12 0 3.2.2 unbounded

org.apache.spark:spark-core_2.12 3.3.0 3.3.1 unbounded

org.apache.spark:spark-core_2.11 0 none unbounded

org.apache.spark:spark-core_2.10 0 none unbounded

Package	Introduced	Fixed	Last affected
`org.apache.spark:spark-core_2.9.3`	0	none	unbounded
`org.apache.spark:spark-core_2.13`	0	`3.2.2`	unbounded
`org.apache.spark:spark-core_2.13`	3.3.0	`3.3.1`	unbounded
`org.apache.spark:spark-core_2.12`	0	`3.2.2`	unbounded
`org.apache.spark:spark-core_2.12`	3.3.0	`3.3.1`	unbounded
`org.apache.spark:spark-core_2.11`	0	none	unbounded
`org.apache.spark:spark-core_2.10`	0	none	unbounded

Products and versions

6 products, 9 version entries

Source	Vendor	Product	Scheme	Affected versions
nvd	apache	spark	generic	＜ 3.2.2 · 3.3.0
osv	org.apache.spark	spark-core_2.10	generic	any version
osv	org.apache.spark	spark-core_2.11	generic	any version
osv	org.apache.spark	spark-core_2.12	generic	＜ 3.2.2 · ≥ 3.3.0 and ＜ 3.3.1
osv	org.apache.spark	spark-core_2.13	generic	＜ 3.2.2 · ≥ 3.3.0 and ＜ 3.3.1
osv	org.apache.spark	spark-core_2.9.3	generic	any version

Source

Vendor

Product

Scheme

Affected versions

nvd

apache

spark

generic

＜ 3.2.2 · 3.3.0

osv

org.apache.spark

spark-core_2.10

generic

any version

osv

org.apache.spark

spark-core_2.11

generic

any version

osv

org.apache.spark

spark-core_2.12

generic

＜ 3.2.2 · ≥ 3.3.0 and ＜ 3.3.1

osv

org.apache.spark

spark-core_2.13

generic

＜ 3.2.2 · ≥ 3.3.0 and ＜ 3.3.1

osv

org.apache.spark

spark-core_2.9.3

generic

any version

References

URL	Tags
https://github.com/apache/spark/commit/ad90195de56688ce0898691eb9d04297ab0871ad	WEB
https://github.com/apache/spark	PACKAGE
https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2022-42976.yaml	WEB
https://lists.apache.org/thread/60mgbswq2lsmrxykfxpqq13ztkm2ht6q	WEB
https://web.archive.org/web/20220728105026/https://issues.apache.org/jira/browse/SPARK-39505	WEB
http://www.openwall.com/lists/oss-security/2022/11/01/14	WEB

URL

Timeline

Published	2022-11-01	By the CVE Program.
NVD record modified	2026-06-17	NVD's own last-modified date for this record.

Published

2022-11-01

By the CVE Program.

NVD record modified

2026-06-17

NVD's own last-modified date for this record.

How VRT decided (17 of 24 rules ran)

17 of 24 rules ran. The rest didn't run because an earlier rule had already settled the CVE.

# Rule Outcome Status Detail

identity: Does this identifier describe a vulnerability at all? the first rule that matches decides

1 rejected no match CVE Program withdrawal of this identifier

scope: Is it a vulnerability Waratek protects? the first rule that matches decides

2 armr-patch-file no match An ARMR patch file on disk for this CVE

3 armr-secure-rule-file no match An ARMR security-rule template on disk for this CVE

4 manual-classification no match A researcher's recorded decision for this specific CVE

5 manual classification no match Manual classification of this CVE in the legacy dataset

6 non-java-upstream no match A root cause in non-Java code: an OS kernel, a C library, or a bundled runtime

7 oracle-component no match The defect being in a component of a tracked product the agent does not reach: JavaFX, the Java SE installer, the JInitiator browser plug-in, the native WebLogic proxy plug-in, or a native part of Oracle Application Server or Collaboration Suite (HTTP Server, Web Cache, Internet Directory, mail and calendar servers). Oracle gives these no CPE of their own and names them only in the description.

8 java-client-side no match Oracle's own risk-matrix note saying the CVE is reached only through untrusted code in the Java sandbox (applets, Web Start) or only through a client installation of Java, so a server running its own trusted code is not exposed

9 osv-maven matched In scope Maven packages: org.apache.spark:spark-core_2.9.3, org.apache.spark:spark-core_2.13, org.apache.spark:spark-core_2.12, org.apache.spark:spark-core_2.11, org.apache.spark:spark-core_2.10

10 cna-maven-package not reached An affected Maven artifact named by the CNA itself

11 known-cpe-product not reached An NVD CPE naming a product ARMR tracks

12 cna-cpe-product not reached A CPE the CNA published naming a tracked product. Oracle publishes these on advisory day, months before NVD.

13 oracle-advisory-family not reached A tracked product family named in Oracle's own risk matrix. CPE cannot carry a suite name, only a module.

14 cna-named-product not reached A tracked product named in words by the CVE's own CNA, on a record with no CPE yet. Apache and Eclipse publish these on advisory day, before NVD adds CPE data.

15 non-deployable-product not reached The only affected product being a sealed appliance image, where Java runs but no -javaagent can be attached

16 unmatched-product not reached No tracked product matched above, and none present at all

disposition: What do we do about one that is? every rule runs

17 patch-hint no match A reference pointing at the upstream fix: a commit, a PR, a Red Hat bug

18 open-source-maven matched Mitigation candidate Open-source Maven artifact indexed by OSV (Maven packages: org.apache.spark:spark-core_2.9.3, org.apache.spark:spark-core_2.13, org.apache.spark:spark-core_2.12, org.apache.spark:spark-core_2.11, org.apache.spark:spark-core_2.10). The source is public, which makes an ARMR patch rule a candidate; nothing here establishes that one can be written.

19 poc-derivable skipped An indexed exploit clearing the evidence bar to reverse-engineer, where there is no source to read

20 no-exploit skipped Nothing to build a rule from yet: no published exploit, no CISA record of exploitation and no source-level change to read

21 secure-rule-match no match A vulnerability class already blocked by an ARMR security rule

22 exploited-no-fix-or-poc skipped Somebody exploiting this CVE (a CISA or VulnCheck KEV listing, or a CISA verdict of active exploitation), with no fix, source code or PoC to build a rule from

23 below-action-threshold withheld CVE ships in Oracle Critical Patch Update July 2023 (CPU) — Oracle treats it as urgent, so severity does not settle it

24 no-exploit-published decided it matched No exploit published No exploit code has been published, and an upstream fix path does exist, so the remediation half of the candidacy still holds.

Products the scope rules checked

The products this CVE's record names, and whether VRT tracks each one. The scope rules decided on these.

Vendor Product Tracked CPE Source

apache spark not tracked cpe:2.3:a:apache:spark:*:*:*:*:*:*:*:*

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