Vulnerability-Lookup

PYSEC-2026-517

Vulnerability from pysec - Published: 2026-06-29 11:50 - Updated: 2026-06-29 12:05

Details

Anyscale Ray allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment.

Severity

9.8 (Critical)


                  
                    CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Impacted products

Name	purl
ray

Aliases

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "ray"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "last_affected": "2.49.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ],
      "versions": [
        "0.1.1",
        "0.1.2",
        "0.2.0",
        "0.2.1",
        "0.2.2",
        "0.3.0",
        "0.3.1",
        "0.4.0",
        "0.5.0",
        "0.5.2",
        "0.5.3",
        "0.6.0",
        "0.6.1",
        "0.6.2",
        "0.6.3",
        "0.6.4",
        "0.6.5",
        "0.6.6",
        "0.7.0",
        "0.7.1",
        "0.7.2",
        "0.7.3",
        "0.7.4",
        "0.7.5",
        "0.7.6",
        "0.7.7",
        "0.8.0",
        "0.8.1",
        "0.8.2",
        "0.8.3",
        "0.8.4",
        "0.8.5",
        "0.8.6",
        "0.8.7",
        "1.0.0",
        "1.0.1",
        "1.1.0",
        "1.10.0",
        "1.11.0",
        "1.11.1",
        "1.12.0",
        "1.12.1",
        "1.13.0",
        "1.2.0",
        "1.3.0",
        "1.4.0",
        "1.4.1",
        "1.5.0",
        "1.5.1",
        "1.5.2",
        "1.6.0",
        "1.7.0",
        "1.7.1",
        "1.8.0",
        "1.9.0",
        "1.9.1",
        "1.9.2",
        "2.0.0",
        "2.0.1",
        "2.1.0",
        "2.10.0",
        "2.11.0",
        "2.12.0",
        "2.2.0",
        "2.20.0",
        "2.21.0",
        "2.22.0",
        "2.23.0",
        "2.24.0",
        "2.3.0",
        "2.3.0rc0",
        "2.3.1",
        "2.30.0",
        "2.31.0",
        "2.32.0",
        "2.32.0rc0",
        "2.33.0",
        "2.34.0",
        "2.35.0",
        "2.36.0",
        "2.36.1",
        "2.37.0",
        "2.38.0",
        "2.39.0",
        "2.4.0",
        "2.40.0",
        "2.41.0",
        "2.42.0",
        "2.42.1",
        "2.43.0",
        "2.44.0",
        "2.44.1",
        "2.45.0",
        "2.46.0",
        "2.47.0",
        "2.47.1",
        "2.48.0",
        "2.49.0",
        "2.49.1",
        "2.49.2",
        "2.5.0",
        "2.5.1",
        "2.6.0",
        "2.6.1",
        "2.6.2",
        "2.6.3",
        "2.7.0",
        "2.7.0rc0",
        "2.7.1",
        "2.7.2",
        "2.8.0",
        "2.8.1",
        "2.9.0",
        "2.9.1",
        "2.9.2",
        "2.9.3"
      ]
    }
  ],
  "aliases": [
    "CVE-2023-48022",
    "GHSA-6wgj-66m2-xxp2"
  ],
  "details": "Anyscale Ray allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor\u0027s position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment.",
  "id": "PYSEC-2026-517",
  "modified": "2026-06-29T12:05:46.768961Z",
  "published": "2026-06-29T11:50:43.400467Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-48022"
    },
    {
      "type": "WEB",
      "url": "https://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936"
    },
    {
      "type": "WEB",
      "url": "https://atlas.mitre.org/studies/AML.CS0023"
    },
    {
      "type": "WEB",
      "url": "https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0"
    },
    {
      "type": "WEB",
      "url": "https://console.vulncheck.com/cve/CVE-2023-48022"
    },
    {
      "type": "WEB",
      "url": "https://docs.ray.io/en/latest/ray-security/index.html"
    },
    {
      "type": "WEB",
      "url": "https://docs.ray.io/en/latest/ray-security/token-auth.html"
    },
    {
      "type": "ADVISORY",
      "url": "https://github.com/advisories/GHSA-xg2h-7cxj-3gvh"
    },
    {
      "type": "WEB",
      "url": "https://github.com/honysyang/Ray"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/ray-project/ray"
    },
    {
      "type": "WEB",
      "url": "https://www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available"
    },
    {
      "type": "WEB",
      "url": "https://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild"
    },
    {
      "type": "WEB",
      "url": "https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit"
    },
    {
      "type": "WEB",
      "url": "https://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022"
    },
    {
      "type": "WEB",
      "url": "https://www.vulncheck.com/blog/initial-access-intelligence-august-2024"
    },
    {
      "type": "PACKAGE",
      "url": "https://pypi.org/project/ray"
    },
    {
      "type": "ADVISORY",
      "url": "https://github.com/advisories/GHSA-6wgj-66m2-xxp2"
    }
  ],
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ],
  "summary": "Ray has arbitrary code execution via jobs submission API"
}

CVE-2023-48022 (GCVE-0-2023-48022)

Vulnerability from cvelistv5 – Published: 2023-11-28 00:00 – Updated: 2025-12-17 16:41 Disputed

Summary

Anyscale Ray 2.6.3 and 2.8.0 allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment. (Also, within that environment, customers at version 2.52.0 and later can choose to use token authentication.)

Severity

9.8 (Critical)


                        
                          CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

SSVC

Exploitation: poc Automatable: yes Technical Impact: total

CISA Coordinator (v2.0.3)

CWE

n/a
CWE-918 - Server-Side Request Forgery (SSRF)

Assigner

mitre

References

6 references

URL	Tags
https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0
https://docs.ray.io/en/latest/ray-security/index.html
https://www.vicarius.io/vsociety/posts/shadowray-…
https://atlas.mitre.org/studies/AML.CS0023
https://docs.ray.io/en/latest/ray-security/token-…
https://www.vicarius.io/vsociety/posts/the-story-…

Impacted products

2 products

Vendor	Product	Version
anyscale	ray	Affected: 2.6.3 cpe:2.3:a:anyscale:ray:2.6.3:::::::*
anyscale	ray	Affected: 2.8.0 cpe:2.3:a:anyscale:ray:2.8.0:::::::*

Show details on NVD website

JSON

To clipboard

{
  "containers": {
    "adp": [
      {
        "affected": [
          {
            "cpes": [
              "cpe:2.3:a:anyscale:ray:2.6.3:*:*:*:*:*:*:*"
            ],
            "defaultStatus": "unknown",
            "product": "ray",
            "vendor": "anyscale",
            "versions": [
              {
                "status": "affected",
                "version": "2.6.3"
              }
            ]
          },
          {
            "cpes": [
              "cpe:2.3:a:anyscale:ray:2.8.0:*:*:*:*:*:*:*"
            ],
            "defaultStatus": "unknown",
            "product": "ray",
            "vendor": "anyscale",
            "versions": [
              {
                "status": "affected",
                "version": "2.8.0"
              }
            ]
          }
        ],
        "metrics": [
          {
            "cvssV3_1": {
              "attackComplexity": "LOW",
              "attackVector": "NETWORK",
              "availabilityImpact": "HIGH",
              "baseScore": 9.8,
              "baseSeverity": "CRITICAL",
              "confidentialityImpact": "HIGH",
              "integrityImpact": "HIGH",
              "privilegesRequired": "NONE",
              "scope": "UNCHANGED",
              "userInteraction": "NONE",
              "vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
              "version": "3.1"
            }
          },
          {
            "other": {
              "content": {
                "id": "CVE-2023-48022",
                "options": [
                  {
                    "Exploitation": "poc"
                  },
                  {
                    "Automatable": "yes"
                  },
                  {
                    "Technical Impact": "total"
                  }
                ],
                "role": "CISA Coordinator",
                "timestamp": "2024-03-29T04:00:12.125164Z",
                "version": "2.0.3"
              },
              "type": "ssvc"
            }
          }
        ],
        "problemTypes": [
          {
            "descriptions": [
              {
                "cweId": "CWE-918",
                "description": "CWE-918 Server-Side Request Forgery (SSRF)",
                "lang": "en",
                "type": "CWE"
              }
            ]
          }
        ],
        "providerMetadata": {
          "dateUpdated": "2024-06-12T20:30:40.072Z",
          "orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
          "shortName": "CISA-ADP"
        },
        "title": "CISA ADP Vulnrichment"
      },
      {
        "providerMetadata": {
          "dateUpdated": "2024-08-19T07:48:03.111Z",
          "orgId": "af854a3a-2127-422b-91ae-364da2661108",
          "shortName": "CVE"
        },
        "references": [
          {
            "tags": [
              "x_transferred"
            ],
            "url": "https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0"
          },
          {
            "tags": [
              "x_transferred"
            ],
            "url": "https://docs.ray.io/en/latest/ray-security/index.html"
          },
          {
            "tags": [
              "x_transferred"
            ],
            "url": "https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit"
          },
          {
            "url": "https://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022"
          }
        ],
        "title": "CVE Program Container"
      }
    ],
    "cna": {
      "affected": [
        {
          "product": "n/a",
          "vendor": "n/a",
          "versions": [
            {
              "status": "affected",
              "version": "n/a"
            }
          ]
        }
      ],
      "descriptions": [
        {
          "lang": "en",
          "value": "Anyscale Ray 2.6.3 and 2.8.0 allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor\u0027s position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment. (Also, within that environment, customers at version 2.52.0 and later can choose to use token authentication.)"
        }
      ],
      "problemTypes": [
        {
          "descriptions": [
            {
              "description": "n/a",
              "lang": "en",
              "type": "text"
            }
          ]
        }
      ],
      "providerMetadata": {
        "dateUpdated": "2025-12-17T16:41:47.778Z",
        "orgId": "8254265b-2729-46b6-b9e3-3dfca2d5bfca",
        "shortName": "mitre"
      },
      "references": [
        {
          "url": "https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0"
        },
        {
          "url": "https://docs.ray.io/en/latest/ray-security/index.html"
        },
        {
          "url": "https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit"
        },
        {
          "url": "https://atlas.mitre.org/studies/AML.CS0023"
        },
        {
          "url": "https://docs.ray.io/en/latest/ray-security/token-auth.html"
        }
      ],
      "tags": [
        "disputed"
      ]
    }
  },
  "cveMetadata": {
    "assignerOrgId": "8254265b-2729-46b6-b9e3-3dfca2d5bfca",
    "assignerShortName": "mitre",
    "cveId": "CVE-2023-48022",
    "datePublished": "2023-11-28T00:00:00.000Z",
    "dateReserved": "2023-11-13T00:00:00.000Z",
    "dateUpdated": "2025-12-17T16:41:47.778Z",
    "state": "PUBLISHED"
  },
  "dataType": "CVE_RECORD",
  "dataVersion": "5.2"
}

GHSA-6WGJ-66M2-XXP2

Vulnerability from github – Published: 2023-11-28 09:30 – Updated: 2025-12-20 05:01

Summary

Ray has arbitrary code execution via jobs submission API

Details

Severity

9.8 (Critical)


                  
                    CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Show details on source website

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "ray"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "last_affected": "2.49.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2023-48022"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-829",
      "CWE-918"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2025-09-30T18:19:55Z",
    "nvd_published_at": "2023-11-28T08:15:06Z",
    "severity": "CRITICAL"
  },
  "details": "Anyscale Ray allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor\u0027s position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment.",
  "id": "GHSA-6wgj-66m2-xxp2",
  "modified": "2025-12-20T05:01:40Z",
  "published": "2023-11-28T09:30:26Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-48022"
    },
    {
      "type": "WEB",
      "url": "https://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936"
    },
    {
      "type": "WEB",
      "url": "https://atlas.mitre.org/studies/AML.CS0023"
    },
    {
      "type": "WEB",
      "url": "https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0"
    },
    {
      "type": "WEB",
      "url": "https://console.vulncheck.com/cve/CVE-2023-48022"
    },
    {
      "type": "WEB",
      "url": "https://docs.ray.io/en/latest/ray-security/index.html"
    },
    {
      "type": "WEB",
      "url": "https://docs.ray.io/en/latest/ray-security/token-auth.html"
    },
    {
      "type": "ADVISORY",
      "url": "https://github.com/advisories/GHSA-xg2h-7cxj-3gvh"
    },
    {
      "type": "WEB",
      "url": "https://github.com/honysyang/Ray"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/ray-project/ray"
    },
    {
      "type": "WEB",
      "url": "https://www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available"
    },
    {
      "type": "WEB",
      "url": "https://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild"
    },
    {
      "type": "WEB",
      "url": "https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit"
    },
    {
      "type": "WEB",
      "url": "https://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022"
    },
    {
      "type": "WEB",
      "url": "https://www.vulncheck.com/blog/initial-access-intelligence-august-2024"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ],
  "summary": "Ray has arbitrary code execution via jobs submission API"
}

Sightings

Author	Source	Type	Date	Other

Nomenclature

Seen: The vulnerability was mentioned, discussed, or observed by the user.
Confirmed: The vulnerability has been validated from an analyst's perspective.
Published Proof of Concept: A public proof of concept is available for this vulnerability.
Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
Not confirmed: The user expressed doubt about the validity of the vulnerability.
Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.

Detection rules are retrieved from Rulezet.

Action not permitted

PYSEC-2026-517

CVE-2023-48022 (GCVE-0-2023-48022)

GHSA-6WGJ-66M2-XXP2

Tags

Sightings

Nomenclature