Lookup for vulnerable packages by Package URL.

Purlpkg:pypi/pyspark@3.3.0
Typepypi
Namespace
Namepyspark
Version3.3.0
Qualifiers
Subpath
Is_vulnerabletrue
Next_non_vulnerable_version3.4.0
Latest_non_vulnerable_version3.4.0
Affected_by_vulnerabilities
0
url VCID-1hnx-b71k-mqat
vulnerability_id VCID-1hnx-b71k-mqat
summary
In Apache Spark versions prior to 3.4.0, applications using spark-submit can specify a 'proxy-user' to run as, limiting privileges. The application can execute code with the privileges of the submitting user, however, by providing malicious configuration-related classes on the classpath. This affects architectures relying on proxy-user, for example those using Apache Livy to manage submitted applications.

Update to Apache Spark 3.4.0 or later, and ensure that 
spark.submit.proxyUser.allowCustomClasspathInClusterMode is set to its 
default of "false", and is not overridden by submitted applications.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2023-22946
reference_id
reference_type
scores
0
value 0.00368
scoring_system epss
scoring_elements 0.58749
published_at 2026-04-11T12:55:00Z
1
value 0.00368
scoring_system epss
scoring_elements 0.58726
published_at 2026-04-21T12:55:00Z
2
value 0.00368
scoring_system epss
scoring_elements 0.58748
published_at 2026-04-18T12:55:00Z
3
value 0.00368
scoring_system epss
scoring_elements 0.58744
published_at 2026-04-16T12:55:00Z
4
value 0.00368
scoring_system epss
scoring_elements 0.58684
published_at 2026-04-02T12:55:00Z
5
value 0.00368
scoring_system epss
scoring_elements 0.58711
published_at 2026-04-13T12:55:00Z
6
value 0.00368
scoring_system epss
scoring_elements 0.58705
published_at 2026-04-04T12:55:00Z
7
value 0.00368
scoring_system epss
scoring_elements 0.58672
published_at 2026-04-07T12:55:00Z
8
value 0.00368
scoring_system epss
scoring_elements 0.58724
published_at 2026-04-08T12:55:00Z
9
value 0.00368
scoring_system epss
scoring_elements 0.5873
published_at 2026-04-12T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2023-22946
1
reference_url https://ftp.suse.com/pub/projects/security/yaml/suse-cvss-scores.yaml
reference_id
reference_type
scores
0
value 7.3
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:H
url https://ftp.suse.com/pub/projects/security/yaml/suse-cvss-scores.yaml
2
reference_url https://github.com/apache/spark
reference_id
reference_type
scores
0
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value CRITICAL
scoring_system generic_textual
scoring_elements
url https://github.com/apache/spark
3
reference_url https://github.com/apache/spark/commit/909da96e1471886a01a9e1def93630c4fd40e74a
reference_id
reference_type
scores
0
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value CRITICAL
scoring_system generic_textual
scoring_elements
url https://github.com/apache/spark/commit/909da96e1471886a01a9e1def93630c4fd40e74a
4
reference_url https://github.com/apache/spark/pull/39474
reference_id
reference_type
scores
0
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value CRITICAL
scoring_system generic_textual
scoring_elements
url https://github.com/apache/spark/pull/39474
5
reference_url https://github.com/apache/spark/pull/41428
reference_id
reference_type
scores
0
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value CRITICAL
scoring_system generic_textual
scoring_elements
url https://github.com/apache/spark/pull/41428
6
reference_url https://github.com/degant/spark/commit/bfba57724d2520e0fcaa7990f7257c21d11cd75a
reference_id
reference_type
scores
0
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value CRITICAL
scoring_system generic_textual
scoring_elements
url https://github.com/degant/spark/commit/bfba57724d2520e0fcaa7990f7257c21d11cd75a
7
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2023-44.yaml
reference_id
reference_type
scores
0
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value CRITICAL
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2023-44.yaml
8
reference_url https://issues.apache.org/jira/browse/SPARK-41958
reference_id
reference_type
scores
0
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value CRITICAL
scoring_system generic_textual
scoring_elements
url https://issues.apache.org/jira/browse/SPARK-41958
9
reference_url https://lists.apache.org/thread/yllfl25xh5tbotjmg93zrq4bzwhqc0gv
reference_id
reference_type
scores
0
value 6.4
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:L/A:N
1
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
2
value CRITICAL
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2024-10-21T15:06:49Z/
url https://lists.apache.org/thread/yllfl25xh5tbotjmg93zrq4bzwhqc0gv
10
reference_url https://nvd.nist.gov/vuln/detail/CVE-2023-22946
reference_id CVE-2023-22946
reference_type
scores
0
value 9.9
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value CRITICAL
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2023-22946
11
reference_url https://github.com/advisories/GHSA-329j-jfvr-rhr6
reference_id GHSA-329j-jfvr-rhr6
reference_type
scores
0
value CRITICAL
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-329j-jfvr-rhr6
fixed_packages
0
url pkg:pypi/pyspark@3.3.2
purl pkg:pypi/pyspark@3.3.2
is_vulnerable true
affected_by_vulnerabilities
0
vulnerability VCID-1hnx-b71k-mqat
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@3.3.2
1
url pkg:pypi/pyspark@3.4.0
purl pkg:pypi/pyspark@3.4.0
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@3.4.0
aliases BIT-spark-2023-22946, CVE-2023-22946, GHSA-329j-jfvr-rhr6, PYSEC-2023-44
risk_score 4.5
exploitability 0.5
weighted_severity 9.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-1hnx-b71k-mqat
1
url VCID-v1xx-eddq-aqcu
vulnerability_id VCID-v1xx-eddq-aqcu
summary 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.
references
0
reference_url https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2022-31777.json
reference_id
reference_type
scores
0
value 5.4
scoring_system cvssv3
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N
url https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2022-31777.json
1
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-31777
reference_id
reference_type
scores
0
value 0.00126
scoring_system epss
scoring_elements 0.31998
published_at 2026-04-09T12:55:00Z
1
value 0.00126
scoring_system epss
scoring_elements 0.31969
published_at 2026-04-08T12:55:00Z
2
value 0.00126
scoring_system epss
scoring_elements 0.31918
published_at 2026-04-07T12:55:00Z
3
value 0.00126
scoring_system epss
scoring_elements 0.32095
published_at 2026-04-04T12:55:00Z
4
value 0.00126
scoring_system epss
scoring_elements 0.32055
published_at 2026-04-02T12:55:00Z
5
value 0.00143
scoring_system epss
scoring_elements 0.34593
published_at 2026-04-21T12:55:00Z
6
value 0.00143
scoring_system epss
scoring_elements 0.34671
published_at 2026-04-11T12:55:00Z
7
value 0.00143
scoring_system epss
scoring_elements 0.34632
published_at 2026-04-18T12:55:00Z
8
value 0.00143
scoring_system epss
scoring_elements 0.34608
published_at 2026-04-13T12:55:00Z
9
value 0.00143
scoring_system epss
scoring_elements 0.34646
published_at 2026-04-16T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-31777
2
reference_url https://github.com/apache/spark
reference_id
reference_type
scores
0
value 5.4
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/apache/spark
3
reference_url https://github.com/apache/spark/commit/ad90195de56688ce0898691eb9d04297ab0871ad
reference_id
reference_type
scores
0
value 5.4
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/apache/spark/commit/ad90195de56688ce0898691eb9d04297ab0871ad
4
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2022-42976.yaml
reference_id
reference_type
scores
0
value 5.4
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2022-42976.yaml
5
reference_url https://lists.apache.org/thread/60mgbswq2lsmrxykfxpqq13ztkm2ht6q
reference_id
reference_type
scores
0
value 5.4
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2025-05-06T03:36:06Z/
url https://lists.apache.org/thread/60mgbswq2lsmrxykfxpqq13ztkm2ht6q
6
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-31777
reference_id
reference_type
scores
0
value 5.4
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-31777
7
reference_url https://web.archive.org/web/20220728105026/https://issues.apache.org/jira/browse/SPARK-39505
reference_id
reference_type
scores
0
value 5.4
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://web.archive.org/web/20220728105026/https://issues.apache.org/jira/browse/SPARK-39505
8
reference_url http://www.openwall.com/lists/oss-security/2022/11/01/14
reference_id
reference_type
scores
0
value 5.4
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:C/C:L/I:L/A:N
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2025-05-06T03:36:06Z/
url http://www.openwall.com/lists/oss-security/2022/11/01/14
9
reference_url https://bugzilla.redhat.com/show_bug.cgi?id=2145264
reference_id 2145264
reference_type
scores
url https://bugzilla.redhat.com/show_bug.cgi?id=2145264
10
reference_url https://github.com/advisories/GHSA-43xg-8wmj-cw8h
reference_id GHSA-43xg-8wmj-cw8h
reference_type
scores
0
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-43xg-8wmj-cw8h
11
reference_url https://access.redhat.com/errata/RHSA-2023:2100
reference_id RHSA-2023:2100
reference_type
scores
url https://access.redhat.com/errata/RHSA-2023:2100
fixed_packages
0
url pkg:pypi/pyspark@3.3.1
purl pkg:pypi/pyspark@3.3.1
is_vulnerable true
affected_by_vulnerabilities
0
vulnerability VCID-1hnx-b71k-mqat
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@3.3.1
aliases BIT-spark-2022-31777, CVE-2022-31777, GHSA-43xg-8wmj-cw8h, PYSEC-2022-42976
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-v1xx-eddq-aqcu
Fixing_vulnerabilities
Risk_score4.5
Resource_urlhttp://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@3.3.0