Lookup for vulnerable packages by Package URL.

GET /api/packages/12759?format=api
HTTP 200 OK
Allow: GET, HEAD, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "url": "http://public2.vulnerablecode.io/api/packages/12759?format=api",
    "purl": "pkg:pypi/pyspark@2.4.5",
    "type": "pypi",
    "namespace": "",
    "name": "pyspark",
    "version": "2.4.5",
    "qualifiers": {},
    "subpath": "",
    "is_vulnerable": true,
    "next_non_vulnerable_version": "3.4.0",
    "latest_non_vulnerable_version": "3.4.0",
    "affected_by_vulnerabilities": [
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/10184?format=api",
            "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.\n\nUpdate to Apache Spark 3.4.0 or later, and ensure that \nspark.submit.proxyUser.allowCustomClasspathInClusterMode is set to its \ndefault of \"false\", and is not overridden by submitted applications.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2023-22946",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58705",
                            "published_at": "2026-04-04T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58684",
                            "published_at": "2026-04-02T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58694",
                            "published_at": "2026-04-29T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58709",
                            "published_at": "2026-04-26T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58695",
                            "published_at": "2026-04-24T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58726",
                            "published_at": "2026-04-21T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58748",
                            "published_at": "2026-04-18T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58744",
                            "published_at": "2026-04-16T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58711",
                            "published_at": "2026-04-13T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58749",
                            "published_at": "2026-04-11T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.5873",
                            "published_at": "2026-04-12T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58724",
                            "published_at": "2026-04-08T12:55:00Z"
                        },
                        {
                            "value": "0.00368",
                            "scoring_system": "epss",
                            "scoring_elements": "0.58672",
                            "published_at": "2026-04-07T12:55:00Z"
                        },
                        {
                            "value": "0.00427",
                            "scoring_system": "epss",
                            "scoring_elements": "0.62413",
                            "published_at": "2026-05-05T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2023-22946"
                },
                {
                    "reference_url": "https://ftp.suse.com/pub/projects/security/yaml/suse-cvss-scores.yaml",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                },
                {
                    "reference_url": "https://github.com/apache/spark",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/apache/spark"
                },
                {
                    "reference_url": "https://github.com/apache/spark/commit/909da96e1471886a01a9e1def93630c4fd40e74a",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/apache/spark/commit/909da96e1471886a01a9e1def93630c4fd40e74a"
                },
                {
                    "reference_url": "https://github.com/apache/spark/pull/39474",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/apache/spark/pull/39474"
                },
                {
                    "reference_url": "https://github.com/apache/spark/pull/41428",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/apache/spark/pull/41428"
                },
                {
                    "reference_url": "https://github.com/degant/spark/commit/bfba57724d2520e0fcaa7990f7257c21d11cd75a",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/degant/spark/commit/bfba57724d2520e0fcaa7990f7257c21d11cd75a"
                },
                {
                    "reference_url": "https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2023-44.yaml",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2023-44.yaml"
                },
                {
                    "reference_url": "https://issues.apache.org/jira/browse/SPARK-41958",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://issues.apache.org/jira/browse/SPARK-41958"
                },
                {
                    "reference_url": "https://lists.apache.org/thread/yllfl25xh5tbotjmg93zrq4bzwhqc0gv",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "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"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2023-22946",
                    "reference_id": "CVE-2023-22946",
                    "reference_type": "",
                    "scores": [
                        {
                            "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"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-22946"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-329j-jfvr-rhr6",
                    "reference_id": "GHSA-329j-jfvr-rhr6",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "CRITICAL",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-329j-jfvr-rhr6"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/34376?format=api",
                    "purl": "pkg:pypi/pyspark@3.3.2",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1hnx-b71k-mqat"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@3.3.2"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/34378?format=api",
                    "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"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/6101?format=api",
            "vulnerability_id": "VCID-21dx-vph5-yuhe",
            "summary": "In Apache Spark 2.4.5 and earlier, a standalone resource manager's master may be configured to require authentication (spark.authenticate) via a shared secret. When enabled, however, a specially-crafted RPC to the master can succeed in starting an application's resources on the Spark cluster, even without the shared key. This can be leveraged to execute shell commands on the host machine. This does not affect Spark clusters using other resource managers (YARN, Mesos, etc).",
            "references": [
                {
                    "reference_url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2020-9480.json",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        }
                    ],
                    "url": "https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2020-9480.json"
                },
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2020-9480",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.90279",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99595",
                            "published_at": "2026-04-02T12:55:00Z"
                        },
                        {
                            "value": "0.90431",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99613",
                            "published_at": "2026-05-05T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99616",
                            "published_at": "2026-04-24T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99615",
                            "published_at": "2026-04-21T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.9961",
                            "published_at": "2026-04-04T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99611",
                            "published_at": "2026-04-07T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99612",
                            "published_at": "2026-04-13T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99613",
                            "published_at": "2026-04-18T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99614",
                            "published_at": "2026-04-16T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99618",
                            "published_at": "2026-04-29T12:55:00Z"
                        },
                        {
                            "value": "0.90555",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99617",
                            "published_at": "2026-04-26T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2020-9480"
                },
                {
                    "reference_url": "https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2020-95.yaml",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "9.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2020-95.yaml"
                },
                {
                    "reference_url": "https://lists.apache.org/thread.html/r03ad9fe7c07d6039fba9f2152d345274473cb0af3d8a4794a6645f4b@%3Cuser.spark.apache.org%3E",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "9.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://lists.apache.org/thread.html/r03ad9fe7c07d6039fba9f2152d345274473cb0af3d8a4794a6645f4b@%3Cuser.spark.apache.org%3E"
                },
                {
                    "reference_url": "https://lists.apache.org/thread.html/ra0e62a18ad080c4ce6df5e0202a27eaada75222761efc3f7238b5a3b@%3Ccommits.doris.apache.org%3E",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "9.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://lists.apache.org/thread.html/ra0e62a18ad080c4ce6df5e0202a27eaada75222761efc3f7238b5a3b@%3Ccommits.doris.apache.org%3E"
                },
                {
                    "reference_url": "https://lists.apache.org/thread.html/rb3956440747e41940d552d377d50b144b60085e7ff727adb0e575d8d@%3Ccommits.submarine.apache.org%3E",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "9.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://lists.apache.org/thread.html/rb3956440747e41940d552d377d50b144b60085e7ff727adb0e575d8d@%3Ccommits.submarine.apache.org%3E"
                },
                {
                    "reference_url": "https://lists.apache.org/thread.html/ree9e87aae81852330290a478692e36ea6db47a52a694545c7d66e3e2@%3Cdev.spark.apache.org%3E",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "9.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://lists.apache.org/thread.html/ree9e87aae81852330290a478692e36ea6db47a52a694545c7d66e3e2@%3Cdev.spark.apache.org%3E"
                },
                {
                    "reference_url": "https://spark.apache.org/security.html#CVE-2020-9480",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "9.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://spark.apache.org/security.html#CVE-2020-9480"
                },
                {
                    "reference_url": "https://www.oracle.com/security-alerts/cpuApr2021.html",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "9.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "CRITICAL",
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                            "scoring_elements": ""
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                    ],
                    "url": "https://www.oracle.com/security-alerts/cpuApr2021.html"
                },
                {
                    "reference_url": "https://bugzilla.redhat.com/show_bug.cgi?id=1887887",
                    "reference_id": "1887887",
                    "reference_type": "",
                    "scores": [],
                    "url": "https://bugzilla.redhat.com/show_bug.cgi?id=1887887"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2020-9480",
                    "reference_id": "CVE-2020-9480",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "9.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
                        },
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                            "value": "9.3",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N"
                        },
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                            "value": "CRITICAL",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2020-9480"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-wgx7-jwwm-cgjv",
                    "reference_id": "GHSA-wgx7-jwwm-cgjv",
                    "reference_type": "",
                    "scores": [
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                            "value": "CRITICAL",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-wgx7-jwwm-cgjv"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/12760?format=api",
                    "purl": "pkg:pypi/pyspark@2.4.6",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1hnx-b71k-mqat"
                        },
                        {
                            "vulnerability": "VCID-5uaa-p1dd-3yb3"
                        },
                        {
                            "vulnerability": "VCID-aehs-6sa9-a3es"
                        },
                        {
                            "vulnerability": "VCID-hfnr-s2a7-bkbv"
                        },
                        {
                            "vulnerability": "VCID-v1xx-eddq-aqcu"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@2.4.6"
                }
            ],
            "aliases": [
                "BIT-spark-2020-9480",
                "CVE-2020-9480",
                "GHSA-wgx7-jwwm-cgjv",
                "PYSEC-2020-95"
            ],
            "risk_score": 10.0,
            "exploitability": "2.0",
            "weighted_severity": "9.0",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-21dx-vph5-yuhe"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/10238?format=api",
            "vulnerability_id": "VCID-5uaa-p1dd-3yb3",
            "summary": "** 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.\n\nNOTE: This vulnerability only affects products that are no longer supported by the maintainer.\n\nUsers are recommended to upgrade to a supported version of Apache Spark, such as version 3.4.0.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2023-32007",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
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                            "value": "0.91902",
                            "scoring_system": "epss",
                            "scoring_elements": "0.997",
                            "published_at": "2026-05-05T12:55:00Z"
                        },
                        {
                            "value": "0.92167",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99707",
                            "published_at": "2026-04-02T12:55:00Z"
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                        {
                            "value": "0.92167",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99711",
                            "published_at": "2026-04-13T12:55:00Z"
                        },
                        {
                            "value": "0.92167",
                            "scoring_system": "epss",
                            "scoring_elements": "0.9971",
                            "published_at": "2026-04-09T12:55:00Z"
                        },
                        {
                            "value": "0.92167",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99708",
                            "published_at": "2026-04-04T12:55:00Z"
                        },
                        {
                            "value": "0.92167",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99718",
                            "published_at": "2026-04-29T12:55:00Z"
                        },
                        {
                            "value": "0.92167",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99717",
                            "published_at": "2026-04-24T12:55:00Z"
                        },
                        {
                            "value": "0.92167",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99715",
                            "published_at": "2026-04-21T12:55:00Z"
                        },
                        {
                            "value": "0.92167",
                            "scoring_system": "epss",
                            "scoring_elements": "0.99712",
                            "published_at": "2026-04-18T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2023-32007"
                },
                {
                    "reference_url": "https://github.com/apache/spark",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "8.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:L/SI:L/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/apache/spark"
                },
                {
                    "reference_url": "https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2023-72.yaml",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "8.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:L/SI:L/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2023-72.yaml"
                },
                {
                    "reference_url": "https://lists.apache.org/thread/poxgnxhhnzz735kr1wos366l5vdbb0nv",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "8.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:L/SI:L/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:T/P:M/B:A/M:M/D:T/2024-10-15T18:07:28Z/"
                        }
                    ],
                    "url": "https://lists.apache.org/thread/poxgnxhhnzz735kr1wos366l5vdbb0nv"
                },
                {
                    "reference_url": "https://spark.apache.org/security.html",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "8.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:L/SI:L/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:T/P:M/B:A/M:M/D:T/2024-10-15T18:07:28Z/"
                        }
                    ],
                    "url": "https://spark.apache.org/security.html"
                },
                {
                    "reference_url": "https://www.cve.org/CVERecord?id=CVE-2022-33891",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "8.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:L/SI:L/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:T/P:M/B:A/M:M/D:T/2024-10-15T18:07:28Z/"
                        }
                    ],
                    "url": "https://www.cve.org/CVERecord?id=CVE-2022-33891"
                },
                {
                    "reference_url": "https://www.openwall.com/lists/oss-security/2023/05/02/1",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "8.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:L/SI:L/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://www.openwall.com/lists/oss-security/2023/05/02/1"
                },
                {
                    "reference_url": "http://www.openwall.com/lists/oss-security/2023/05/02/1",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "8.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:L/SI:L/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:T/P:M/B:A/M:M/D:T/2024-10-15T18:07:28Z/"
                        }
                    ],
                    "url": "http://www.openwall.com/lists/oss-security/2023/05/02/1"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2023-32007",
                    "reference_id": "CVE-2023-32007",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "8.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:L/SI:L/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-32007"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-59hw-j9g6-mfg3",
                    "reference_id": "GHSA-59hw-j9g6-mfg3",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "HIGH",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-59hw-j9g6-mfg3"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/25592?format=api",
                    "purl": "pkg:pypi/pyspark@3.1.1",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1hnx-b71k-mqat"
                        },
                        {
                            "vulnerability": "VCID-5uaa-p1dd-3yb3"
                        },
                        {
                            "vulnerability": "VCID-aehs-6sa9-a3es"
                        },
                        {
                            "vulnerability": "VCID-hfnr-s2a7-bkbv"
                        },
                        {
                            "vulnerability": "VCID-uuju-ey95-tyfq"
                        },
                        {
                            "vulnerability": "VCID-v1xx-eddq-aqcu"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@3.1.1"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/27979?format=api",
                    "purl": "pkg:pypi/pyspark@3.2.0",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1hnx-b71k-mqat"
                        },
                        {
                            "vulnerability": "VCID-5uaa-p1dd-3yb3"
                        },
                        {
                            "vulnerability": "VCID-hfnr-s2a7-bkbv"
                        },
                        {
                            "vulnerability": "VCID-v1xx-eddq-aqcu"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@3.2.0"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/27981?format=api",
                    "purl": "pkg:pypi/pyspark@3.2.2",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1hnx-b71k-mqat"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/pyspark@3.2.2"
                }
            ],
            "aliases": [
                "BIT-spark-2023-32007",
                "CVE-2023-32007",
                "GHSA-59hw-j9g6-mfg3",
                "PYSEC-2023-72"
            ],
            "risk_score": 10.0,
            "exploitability": "2.0",
            "weighted_severity": "8.0",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-5uaa-p1dd-3yb3"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/8558?format=api",
            "vulnerability_id": "VCID-aehs-6sa9-a3es",
            "summary": "Apache Spark supports end-to-end encryption of RPC connections via \"spark.authenticate\" and \"spark.network.crypto.enabled\". In versions 3.1.2 and earlier, it uses a bespoke mutual authentication protocol that allows for full encryption key recovery. After an initial interactive attack, this would allow someone to decrypt plaintext traffic offline. Note that this does not affect security mechanisms controlled by \"spark.authenticate.enableSaslEncryption\", \"spark.io.encryption.enabled\", \"spark.ssl\", \"spark.ui.strictTransportSecurity\". Update to Apache Spark 3.1.3 or later",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2021-38296",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74898",
                            "published_at": "2026-04-01T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.7502",
                            "published_at": "2026-04-29T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.75017",
                            "published_at": "2026-04-26T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.75011",
                            "published_at": "2026-04-24T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74975",
                            "published_at": "2026-04-21T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74983",
                            "published_at": "2026-04-18T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74976",
                            "published_at": "2026-04-16T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74939",
                            "published_at": "2026-04-13T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74948",
                            "published_at": "2026-04-12T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.7497",
                            "published_at": "2026-04-11T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74947",
                            "published_at": "2026-04-09T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74935",
                            "published_at": "2026-04-08T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
                            "scoring_system": "epss",
                            "scoring_elements": "0.74901",
                            "published_at": "2026-04-07T12:55:00Z"
                        },
                        {
                            "value": "0.00854",
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                            "scoring_elements": "0.74928",
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                            "vulnerability": "VCID-hfnr-s2a7-bkbv"
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            "summary": "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 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.",
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                            "published_at": "2026-04-24T12:55:00Z"
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