{"url":"http://public2.vulnerablecode.io/api/packages/44545?format=json","purl":"pkg:pypi/ray@1.12.1","type":"pypi","namespace":"","name":"ray","version":"1.12.1","qualifiers":{},"subpath":"","is_vulnerable":true,"next_non_vulnerable_version":"2.55.0","latest_non_vulnerable_version":"2.55.0","affected_by_vulnerabilities":[{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/50285?format=json","vulnerability_id":"VCID-25r5-wdzx-cqhu","summary":"Ray dashboard DELETE endpoints allow unauthenticated browser-triggered DoS (Serve shutdown / job deletion)\nRay’s dashboard HTTP server blocks browser-origin POST/PUT but does not cover DELETE, and key DELETE endpoints are unauthenticated by default. If the dashboard/agent is reachable (e.g., --dashboard-host=0.0.0.0), a web page via DNS rebinding or same-network access can\nissue DELETE requests that shut down Serve or delete jobs without user interaction. This is a drive-by availability impact.","references":[{"reference_url":"https://api.first.org/data/v1/epss?cve=CVE-2026-27482","reference_id":"","reference_type":"","scores":[{"value":"0.00061","scoring_system":"epss","scoring_elements":"0.19216","published_at":"2026-06-05T12:55:00Z"}],"url":"https://api.first.org/data/v1/epss?cve=CVE-2026-27482"},{"reference_url":"https://github.com/ray-project/ray","reference_id":"","reference_type":"","scores":[{"value":"5.9","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:L/A:H"},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray"},{"reference_url":"https://github.com/ray-project/ray/commit/0fda8b824cdc9dc6edd763bb28dfd7d1cc9b02a4","reference_id":"","reference_type":"","scores":[{"value":"5.9","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:L/A:H"},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2026-02-24T18:51:47Z/"}],"url":"https://github.com/ray-project/ray/commit/0fda8b824cdc9dc6edd763bb28dfd7d1cc9b02a4"},{"reference_url":"https://github.com/ray-project/ray/pull/60526","reference_id":"","reference_type":"","scores":[{"value":"5.9","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:L/A:H"},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2026-02-24T18:51:47Z/"}],"url":"https://github.com/ray-project/ray/pull/60526"},{"reference_url":"https://github.com/ray-project/ray/releases/tag/ray-2.54.0","reference_id":"","reference_type":"","scores":[{"value":"5.9","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:L/A:H"},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2026-02-24T18:51:47Z/"}],"url":"https://github.com/ray-project/ray/releases/tag/ray-2.54.0"},{"reference_url":"https://nvd.nist.gov/vuln/detail/CVE-2026-27482","reference_id":"CVE-2026-27482","reference_type":"","scores":[{"value":"5.9","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:L/A:H"},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://nvd.nist.gov/vuln/detail/CVE-2026-27482"},{"reference_url":"https://github.com/advisories/GHSA-q5fh-2hc8-f6rq","reference_id":"GHSA-q5fh-2hc8-f6rq","reference_type":"","scores":[{"value":"MODERATE","scoring_system":"cvssv3.1_qr","scoring_elements":""}],"url":"https://github.com/advisories/GHSA-q5fh-2hc8-f6rq"},{"reference_url":"https://github.com/ray-project/ray/security/advisories/GHSA-q5fh-2hc8-f6rq","reference_id":"GHSA-q5fh-2hc8-f6rq","reference_type":"","scores":[{"value":"5.9","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:L/A:H"},{"value":"MODERATE","scoring_system":"cvssv3.1_qr","scoring_elements":""},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2026-02-24T18:51:47Z/"}],"url":"https://github.com/ray-project/ray/security/advisories/GHSA-q5fh-2hc8-f6rq"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/74182?format=json","purl":"pkg:pypi/ray@2.54.0","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-e8qj-xgec-nfb2"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/ray@2.54.0"}],"aliases":["CVE-2026-27482","GHSA-q5fh-2hc8-f6rq"],"risk_score":3.1,"exploitability":"0.5","weighted_severity":"6.2","resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-25r5-wdzx-cqhu"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/46424?format=json","vulnerability_id":"VCID-79ae-r9sy-kuc3","summary":"Ray Missing Authorization vulnerability\nLFI in Ray's /static/ directory allows attackers to read any file on the server without authentication. The issue is fixed in version 2.8.1+. Ray maintainers response can be found here: https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023","references":[{"reference_url":"https://api.first.org/data/v1/epss?cve=CVE-2023-6020","reference_id":"","reference_type":"","scores":[{"value":"0.81449","scoring_system":"epss","scoring_elements":"0.99197","published_at":"2026-06-05T12:55:00Z"}],"url":"https://api.first.org/data/v1/epss?cve=CVE-2023-6020"},{"reference_url":"https://github.com/ray-project/ray","reference_id":"","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray"},{"reference_url":"https://github.com/ray-project/ray/releases/tag/ray-2.8.1","reference_id":"","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray/releases/tag/ray-2.8.1"},{"reference_url":"https://huntr.com/bounties/83dd8619-6dc3-4c98-8f1b-e620fedcd1f6","reference_id":"","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://huntr.com/bounties/83dd8619-6dc3-4c98-8f1b-e620fedcd1f6"},{"reference_url":"https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023","reference_id":"","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023"},{"reference_url":"https://nvd.nist.gov/vuln/detail/CVE-2023-6020","reference_id":"CVE-2023-6020","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://nvd.nist.gov/vuln/detail/CVE-2023-6020"},{"reference_url":"https://github.com/advisories/GHSA-6cxr-8q3m-jwrr","reference_id":"GHSA-6cxr-8q3m-jwrr","reference_type":"","scores":[],"url":"https://github.com/advisories/GHSA-6cxr-8q3m-jwrr"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/44568?format=json","purl":"pkg:pypi/ray@2.8.1","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-25r5-wdzx-cqhu"},{"vulnerability":"VCID-bu1m-265h-f7h4"},{"vulnerability":"VCID-c8b7-h6ah-v7au"},{"vulnerability":"VCID-kd8z-ysxx-d3gd"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/ray@2.8.1"}],"aliases":["CVE-2023-6020","GHSA-6cxr-8q3m-jwrr"],"risk_score":10.0,"exploitability":"2.0","weighted_severity":"9.0","resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-79ae-r9sy-kuc3"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/46414?format=json","vulnerability_id":"VCID-9s66-w31a-p7gd","summary":"Ray OS Command Injection vulnerability\nA command injection exists in Ray's cpu_profile URL parameter allowing attackers to execute os commands on the system running the ray dashboard remotely without authentication.","references":[{"reference_url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2023-6019.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-2023-6019.json"},{"reference_url":"https://api.first.org/data/v1/epss?cve=CVE-2023-6019","reference_id":"","reference_type":"","scores":[{"value":"0.88771","scoring_system":"epss","scoring_elements":"0.99534","published_at":"2026-06-05T12:55:00Z"}],"url":"https://api.first.org/data/v1/epss?cve=CVE-2023-6019"},{"reference_url":"https://github.com/ray-project/ray","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray"},{"reference_url":"https://github.com/ray-project/ray/releases/tag/ray-2.8.1","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray/releases/tag/ray-2.8.1"},{"reference_url":"https://huntr.com/bounties/d0290f3c-b302-4161-89f2-c13bb28b4cfe","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://huntr.com/bounties/d0290f3c-b302-4161-89f2-c13bb28b4cfe"},{"reference_url":"https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023"},{"reference_url":"https://bugzilla.redhat.com/show_bug.cgi?id=2387120","reference_id":"2387120","reference_type":"","scores":[],"url":"https://bugzilla.redhat.com/show_bug.cgi?id=2387120"},{"reference_url":"https://gitlab.com/exploit-database/exploitdb/-/blob/main/exploits/python/webapps/51978.txt","reference_id":"CVE-2023-6019","reference_type":"exploit","scores":[],"url":"https://gitlab.com/exploit-database/exploitdb/-/blob/main/exploits/python/webapps/51978.txt"},{"reference_url":"https://nvd.nist.gov/vuln/detail/CVE-2023-6019","reference_id":"CVE-2023-6019","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://nvd.nist.gov/vuln/detail/CVE-2023-6019"},{"reference_url":"https://github.com/advisories/GHSA-h3xg-wv58-5p43","reference_id":"GHSA-h3xg-wv58-5p43","reference_type":"","scores":[],"url":"https://github.com/advisories/GHSA-h3xg-wv58-5p43"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/44568?format=json","purl":"pkg:pypi/ray@2.8.1","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-25r5-wdzx-cqhu"},{"vulnerability":"VCID-bu1m-265h-f7h4"},{"vulnerability":"VCID-c8b7-h6ah-v7au"},{"vulnerability":"VCID-kd8z-ysxx-d3gd"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/ray@2.8.1"}],"aliases":["CVE-2023-6019","GHSA-h3xg-wv58-5p43"],"risk_score":10.0,"exploitability":"2.0","weighted_severity":"9.0","resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-9s66-w31a-p7gd"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/36983?format=json","vulnerability_id":"VCID-bu1m-265h-f7h4","summary":"Versions of the package ray before 2.43.0 are vulnerable to Insertion of Sensitive Information into Log File where the redis password is being logged in the standard logging. If the redis password is passed as an argument, it will be logged and could potentially leak the password.\r\rThis is only exploitable if:\r\r1) Logging is enabled;\r\r2) Redis is using password authentication;\r\r3) Those logs are accessible to an attacker, who can reach that redis instance.\r\r**Note:**\r\rIt is recommended that anyone who is running in this configuration should update to the latest version of Ray, then rotate their redis password.","references":[{"reference_url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-1979.json","reference_id":"","reference_type":"","scores":[{"value":"6.4","scoring_system":"cvssv3","scoring_elements":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:H/I:L/A:N"}],"url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-1979.json"},{"reference_url":"https://api.first.org/data/v1/epss?cve=CVE-2025-1979","reference_id":"","reference_type":"","scores":[{"value":"0.0006","scoring_system":"epss","scoring_elements":"0.19013","published_at":"2026-06-05T12:55:00Z"}],"url":"https://api.first.org/data/v1/epss?cve=CVE-2025-1979"},{"reference_url":"https://github.com/pypa/advisory-database/tree/main/vulns/ray/PYSEC-2025-23.yaml","reference_id":"","reference_type":"","scores":[{"value":"6.4","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:H/I:L/A:N"},{"value":"5.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:H/VI:N/VA:N/SC:L/SI:L/SA:N"},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/pypa/advisory-database/tree/main/vulns/ray/PYSEC-2025-23.yaml"},{"reference_url":"https://github.com/ray-project/ray","reference_id":"","reference_type":"","scores":[{"value":"6.4","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:H/I:L/A:N"},{"value":"5.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:H/VI:N/VA:N/SC:L/SI:L/SA:N"},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray"},{"reference_url":"https://github.com/ray-project/ray/commit/64a2e4010522d60b90c389634f24df77b603d85d","reference_id":"","reference_type":"","scores":[{"value":"6.4","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:H/I:L/A:N"},{"value":"5.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:H/VI:N/VA:N/SC:L/SI:L/SA:N"},{"value":"MODERATE","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/2025-03-06T15:13:32Z/"}],"url":"https://github.com/ray-project/ray/commit/64a2e4010522d60b90c389634f24df77b603d85d"},{"reference_url":"https://github.com/ray-project/ray/issues/50266","reference_id":"","reference_type":"","scores":[{"value":"6.4","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:H/I:L/A:N"},{"value":"5.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:H/VI:N/VA:N/SC:L/SI:L/SA:N"},{"value":"MODERATE","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/2025-03-06T15:13:32Z/"}],"url":"https://github.com/ray-project/ray/issues/50266"},{"reference_url":"https://github.com/ray-project/ray/pull/50409","reference_id":"","reference_type":"","scores":[{"value":"6.4","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:H/I:L/A:N"},{"value":"5.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:H/VI:N/VA:N/SC:L/SI:L/SA:N"},{"value":"MODERATE","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/2025-03-06T15:13:32Z/"}],"url":"https://github.com/ray-project/ray/pull/50409"},{"reference_url":"https://security.snyk.io/vuln/SNYK-PYTHON-RAY-8745212","reference_id":"","reference_type":"","scores":[{"value":"6.4","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:H/I:L/A:N"},{"value":"5.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:H/VI:N/VA:N/SC:L/SI:L/SA:N"},{"value":"MODERATE","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/2025-03-06T15:13:32Z/"}],"url":"https://security.snyk.io/vuln/SNYK-PYTHON-RAY-8745212"},{"reference_url":"https://bugzilla.redhat.com/show_bug.cgi?id=2350231","reference_id":"2350231","reference_type":"","scores":[],"url":"https://bugzilla.redhat.com/show_bug.cgi?id=2350231"},{"reference_url":"https://nvd.nist.gov/vuln/detail/CVE-2025-1979","reference_id":"CVE-2025-1979","reference_type":"","scores":[{"value":"6.4","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:H/I:L/A:N"},{"value":"5.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:H/VI:N/VA:N/SC:L/SI:L/SA:N"},{"value":"MODERATE","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://nvd.nist.gov/vuln/detail/CVE-2025-1979"},{"reference_url":"https://github.com/advisories/GHSA-w4rh-fgx7-q63m","reference_id":"GHSA-w4rh-fgx7-q63m","reference_type":"","scores":[],"url":"https://github.com/advisories/GHSA-w4rh-fgx7-q63m"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/44597?format=json","purl":"pkg:pypi/ray@2.43.0","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-25r5-wdzx-cqhu"},{"vulnerability":"VCID-c8b7-h6ah-v7au"},{"vulnerability":"VCID-kd8z-ysxx-d3gd"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/ray@2.43.0"}],"aliases":["CVE-2025-1979","GHSA-w4rh-fgx7-q63m","PYSEC-2025-23"],"risk_score":3.1,"exploitability":"0.5","weighted_severity":"6.2","resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-bu1m-265h-f7h4"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/49255?format=json","vulnerability_id":"VCID-c8b7-h6ah-v7au","summary":"Ray is vulnerable to Critical RCE via Safari & Firefox Browsers through DNS Rebinding Attack\nDevelopers working with Ray as a development tool can be exploited via a critical RCE vulnerability exploitable via Firefox and Safari.\n\nDue to the longstanding [decision](https://docs.ray.io/en/releases-2.51.1/ray-security/index.html) by the Ray Development team to not implement any sort of authentication on critical endpoints, like the `/api/jobs` & `/api/job_agent/jobs/` has once again led to a severe vulnerability that allows attackers to execute arbitrary code against Ray. This time in a development context via the browsers Firefox and Safari.\n\nThis vulnerability is due to an insufficient guard against browser-based attacks, as the current defense uses the `User-Agent` header starting with the string \"Mozilla\" as a defense mechanism. This defense is insufficient as the fetch specification allows the `User-Agent` header to be modified.\n\nCombined with a DNS rebinding attack against the browser, and this vulnerability is exploitable against a developer running Ray who inadvertently visits a malicious website, or is served a malicious advertisement ([malvertising](https://en.wikipedia.org/wiki/Malvertising)).","references":[{"reference_url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-62593.json","reference_id":"","reference_type":"","scores":[{"value":"8.8","scoring_system":"cvssv3","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H"}],"url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2025-62593.json"},{"reference_url":"https://api.first.org/data/v1/epss?cve=CVE-2025-62593","reference_id":"","reference_type":"","scores":[{"value":"0.00014","scoring_system":"epss","scoring_elements":"0.02566","published_at":"2026-06-05T12:55:00Z"}],"url":"https://api.first.org/data/v1/epss?cve=CVE-2025-62593"},{"reference_url":"https://docs.ray.io/en/releases-2.51.1/ray-security/index.html","reference_id":"","reference_type":"","scores":[{"value":"9.4","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://docs.ray.io/en/releases-2.51.1/ray-security/index.html"},{"reference_url":"https://en.wikipedia.org/wiki/Malvertising","reference_id":"","reference_type":"","scores":[{"value":"9.4","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://en.wikipedia.org/wiki/Malvertising"},{"reference_url":"https://github.com/nccgroup/singularity/pull/68","reference_id":"","reference_type":"","scores":[{"value":"9.4","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/nccgroup/singularity/pull/68"},{"reference_url":"https://github.com/ray-project/ray","reference_id":"","reference_type":"","scores":[{"value":"9.4","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray"},{"reference_url":"https://github.com/ray-project/ray/blob/e7889ae542bf0188610bc8b06d274cbf53790cbd/python/ray/dashboard/http_server_head.py#L184-L196","reference_id":"","reference_type":"","scores":[{"value":"9.4","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray/blob/e7889ae542bf0188610bc8b06d274cbf53790cbd/python/ray/dashboard/http_server_head.py#L184-L196"},{"reference_url":"https://github.com/ray-project/ray/blob/f39a860436dca3ed5b9dfae84bd867ac10c84dc6/python/ray/dashboard/optional_utils.py#L129-L155","reference_id":"","reference_type":"","scores":[{"value":"9.4","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray/blob/f39a860436dca3ed5b9dfae84bd867ac10c84dc6/python/ray/dashboard/optional_utils.py#L129-L155"},{"reference_url":"https://github.com/ray-project/ray/commit/70e7c72780bdec075dba6cad1afe0832772bfe09","reference_id":"","reference_type":"","scores":[{"value":"9.4","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track*","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-11-28T18:21:16Z/"}],"url":"https://github.com/ray-project/ray/commit/70e7c72780bdec075dba6cad1afe0832772bfe09"},{"reference_url":"https://bugzilla.redhat.com/show_bug.cgi?id=2417394","reference_id":"2417394","reference_type":"","scores":[],"url":"https://bugzilla.redhat.com/show_bug.cgi?id=2417394"},{"reference_url":"https://nvd.nist.gov/vuln/detail/CVE-2025-62593","reference_id":"CVE-2025-62593","reference_type":"","scores":[{"value":"9.4","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://nvd.nist.gov/vuln/detail/CVE-2025-62593"},{"reference_url":"https://github.com/advisories/GHSA-q279-jhrf-cc6v","reference_id":"GHSA-q279-jhrf-cc6v","reference_type":"","scores":[{"value":"CRITICAL","scoring_system":"cvssv3.1_qr","scoring_elements":""}],"url":"https://github.com/advisories/GHSA-q279-jhrf-cc6v"},{"reference_url":"https://github.com/ray-project/ray/security/advisories/GHSA-q279-jhrf-cc6v","reference_id":"GHSA-q279-jhrf-cc6v","reference_type":"","scores":[{"value":"CRITICAL","scoring_system":"cvssv3.1_qr","scoring_elements":""},{"value":"9.4","scoring_system":"cvssv4","sco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Path Traversal vulnerability\nLFI in Ray's log API endpoint allows attackers to read any file on the server without authentication. The issue is fixed in version 2.8.1+. Ray maintainers response can be found here: https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023","references":[{"reference_url":"https://api.first.org/data/v1/epss?cve=CVE-2023-6021","reference_id":"","reference_type":"","scores":[{"value":"0.87317","scoring_system":"epss","scoring_elements":"0.9947","published_at":"2026-06-05T12:55:00Z"}],"url":"https://api.first.org/data/v1/epss?cve=CVE-2023-6021"},{"reference_url":"https://github.com/ray-project/ray","reference_id":"","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray"},{"reference_url":"https://github.com/ray-project/ray/releases/tag/ray-2.8.1","reference_id":"","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray/releases/tag/ray-2.8.1"},{"reference_url":"https://huntr.com/bounties/5039c045-f986-4cbc-81ac-370fe4b0d3f8","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N"},{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:P/P:M/B:A/M:M/D:T/2024-11-27T17:06:07Z/"}],"url":"https://huntr.com/bounties/5039c045-f986-4cbc-81ac-370fe4b0d3f8"},{"reference_url":"https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023","reference_id":"","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://www.anyscale.com/blog/update-on-ray-cves-cve-2023-6019-cve-2023-6020-cve-2023-6021-cve-2023-48022-cve-2023-48023"},{"reference_url":"https://nvd.nist.gov/vuln/detail/CVE-2023-6021","reference_id":"CVE-2023-6021","reference_type":"","scores":[{"value":"9.3","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N"},{"value":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://nvd.nist.gov/vuln/detail/CVE-2023-6021"},{"reference_url":"https://github.com/advisories/GHSA-3pww-qvr8-6mhp","reference_id":"GHSA-3pww-qvr8-6mhp","reference_type":"","scores":[],"url":"https://github.com/advisories/GHSA-3pww-qvr8-6mhp"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/44568?format=json","purl":"pkg:pypi/ray@2.8.1","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-25r5-wdzx-cqhu"},{"vulnerability":"VCID-bu1m-265h-f7h4"},{"vulnerability":"VCID-c8b7-h6ah-v7au"},{"vulnerability":"VCID-kd8z-ysxx-d3gd"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/ray@2.8.1"}],"aliases":["CVE-2023-6021","GHSA-3pww-qvr8-6mhp"],"risk_score":10.0,"exploitability":"2.0","weighted_severity":"9.0","resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-hfx6-9t71-qkfw"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/49269?format=json","vulnerability_id":"VCID-kd8z-ysxx-d3gd","summary":"Ray's New Token Authentication is Disabled By Default\nAnyscale Ray 2.52.0 contains an insecure default configuration in which token-based authentication for Ray management interfaces (including the dashboard and Jobs API) is disabled unless explicitly enabled by setting RAY_AUTH_MODE=token. In the default unauthenticated state, a remote attacker with network access to these interfaces can submit jobs and execute arbitrary code on the Ray cluster. NOTE: The vendor plans to enable token authentication by default in a future release. They recommend enabling token authentication to protect your cluster from unauthorized access.","references":[{"reference_url":"https://docs.ray.io/en/latest/ray-security/token-auth.html","reference_id":"","reference_type":"","scores":[{"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://docs.ray.io/en/latest/ray-security/token-auth.html"},{"reference_url":"https://github.com/ray-project/ray","reference_id":"","reference_type":"","scores":[{"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/ray-project/ray"},{"reference_url":"https://github.com/ray-project/ray/releases/tag/ray-2.52.0","reference_id":"","reference_type":"","scores":[{"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/ray-project/ray/releases/tag/ray-2.52.0"},{"reference_url":"https://www.cve.org/resourcessupport/allresources/cnarules#section_4-1_Vulnerability_Determination","reference_id":"","reference_type":"","scores":[{"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://www.cve.org/resourcessupport/allresources/cnarules#section_4-1_Vulnerability_Determination"},{"reference_url":"https://www.linkedin.com/posts/jonathan-leitschuh_the-latest-piece-of-mind-bending-research-activity-7396976425997606912-qizE","reference_id":"","reference_type":"","scores":[{"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://www.linkedin.com/posts/jonathan-leitschuh_the-latest-piece-of-mind-bending-research-activity-7396976425997606912-qizE"},{"reference_url":"https://www.oligo.security/blog/shadowray-2-0-attackers-turn-ai-against-itself-in-global-campaign-that-hijacks-ai-into-self-propagating-botnet","reference_id":"","reference_type":"","scores":[{"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://www.oligo.security/blog/shadowray-2-0-attackers-turn-ai-against-itself-in-global-campaign-that-hijacks-ai-into-self-propagating-botnet"},{"reference_url":"https://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild","reference_id":"","reference_type":"","scores":[{"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://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild"},{"reference_url":"https://www.vulncheck.com/advisories/anyscale-ray-token-authentication-disabled-by-default-insecure-configuration","reference_id":"","reference_type":"","scores":[{"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://www.vulncheck.com/advisories/anyscale-ray-token-authentication-disabled-by-default-insecure-configuration"},{"reference_url":"https://nvd.nist.gov/vuln/detail/CVE-2025-34351","reference_id":"CVE-2025-34351","reference_type":"","scores":[{"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://nvd.nist.gov/vuln/detail/CVE-2025-34351"},{"reference_url":"https://github.com/advisories/GHSA-gx77-xgc2-4888","reference_id":"GHSA-gx77-xgc2-4888","reference_type":"","scores":[{"value":"CRITICAL","scoring_system":"cvssv3.1_qr","scoring_elements":""}],"url":"https://github.com/advisories/GHSA-gx77-xgc2-4888"},{"reference_url":"https://github.com/JLLeitschuh/security-research/security/advisories/GHSA-w8vc-465m-jjw6","reference_id":"GHSA-w8vc-465m-jjw6","reference_type":"","scores":[{"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/JLLeitschuh/security-research/security/advisories/GHSA-w8vc-465m-jjw6"}],"fixed_packages":[],"aliases":["CVE-2025-34351","GHSA-gx77-xgc2-4888"],"risk_score":4.5,"exploitability":"0.5","weighted_se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path traversal vulnerability was identified in Ray Dashboard (default port 8265) in Ray versions prior to 2.8.1. Due to improper validation and sanitization of user-supplied paths in the static file handling mechanism, an attacker can use traversal sequences (e.g., ../) to access files outside the intended static directory, resulting in local file disclosure.","references":[{"reference_url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2026-32981.json","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N"}],"url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2026-32981.json"},{"reference_url":"https://api.first.org/data/v1/epss?cve=CVE-2026-32981","reference_id":"","reference_type":"","scores":[{"value":"0.00125","scoring_system":"epss","scoring_elements":"0.31303","published_at":"2026-06-05T12:55:00Z"}],"url":"https://api.first.org/data/v1/epss?cve=CVE-2026-32981"},{"reference_url":"https://github.com/ray-project/ray","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N"},{"value":"8.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N"},{"value":"Track","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:P/P:M/B:A/M:M/D:T/2026-03-17T20:26:39Z/"}],"url":"https://github.com/ray-project/ray"},{"reference_url":"https://packetstorm.news/files/id/215801/","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N"},{"value":"8.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N"},{"value":"Track","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:P/P:M/B:A/M:M/D:T/2026-03-17T20:26:39Z/"}],"url":"https://packetstorm.news/files/id/215801/"},{"reference_url":"https://www.vulncheck.com/advisories/ray-dashboard-path-traversal-leading-to-local-file-disclosure","reference_id":"","reference_type":"","scores":[{"value":"7.5","scoring_system":"cvssv3.1","scoring_elements":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N"},{"value":"8.7","scoring_system":"cvssv4","scoring_elements":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N"},{"value":"Track","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:P/P:M/B:A/M:M/D:T/2026-03-17T20:26:39Z/"}],"url":"https://www.vulncheck.com/advisories/ray-dashboard-path-traversal-leading-to-local-file-disclosure"},{"reference_url":"https://bugzilla.redhat.com/show_bug.cgi?id=2448440","reference_id":"2448440","reference_type":"","scores":[],"url":"https://bugzilla.redhat.com/show_bug.cgi?id=2448440"},{"reference_url":"https://access.redhat.com/errata/RHSA-2026:19712","reference_id":"RHSA-2026:19712","reference_type":"","scores":[],"url":"https://access.redhat.com/errata/RHSA-2026:19712"},{"reference_url":"https://access.redhat.com/errata/RHSA-2026:5809","reference_id":"RHSA-2026:5809","reference_type":"","scores":[],"url":"https://access.redhat.com/errata/RHSA-2026:5809"},{"reference_url":"https://access.redhat.com/errata/RHSA-2026:6761","reference_id":"RHSA-2026:6761","reference_type":"","scores":[],"url":"https://access.redhat.com/errata/RHSA-2026:6761"},{"reference_url":"https://access.redhat.com/errata/RHSA-2026:6762","reference_id":"RHSA-2026:6762","reference_type":"","scores":[],"url":"https://access.redhat.com/errata/RHSA-2026:6762"}],"fixed_packages":[{"url":"http://public2.vulnerablecode.io/api/packages/44568?format=json","purl":"pkg:pypi/ray@2.8.1","is_vulnerable":true,"affected_by_vulnerabilities":[{"vulnerability":"VCID-25r5-wdzx-cqhu"},{"vulnerability":"VCID-bu1m-265h-f7h4"},{"vulnerability":"VCID-c8b7-h6ah-v7au"},{"vulnerability":"VCID-kd8z-ysxx-d3gd"}],"resource_url":"http://public2.vulnerablecode.io/packages/pkg:pypi/ray@2.8.1"}],"aliases":["CVE-2026-32981","PYSEC-2026-130"],"risk_score":3.9,"exploitability":"0.5","weighted_severity":"7.8","resource_url":"http://public2.vulnerablecode.io/vulnerabilities/VCID-m5xy-sdtw-3uh7"},{"url":"http://public2.vulnerablecode.io/api/vulnerabilities/46501?format=json","vulnerability_id":"VCID-wjjq-cmu6-sqbb","summary":"Ray has arbitrary code execution via jobs submission API\nAnyscale 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.","references":[{"reference_url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2023-48022.json","reference_id":"","reference_type":"","scores":[],"url":"https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2023-48022.json"},{"reference_url":"https://api.first.org/data/v1/epss?cve=CVE-2023-48022","reference_id":"","reference_type":"","scores":[{"value":"0.92192","scoring_system":"epss","scoring_elements":"0.99729","published_at":"2026-06-05T12:55:00Z"}],"url":"https://api.first.org/data/v1/epss?cve=CVE-2023-48022"},{"reference_url":"https://atlas.mitre.org/studies/AML.CS0023","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track*","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:T/P:M/B:A/M:M/D:R/2024-03-29T04:00:12Z/"}],"url":"https://atlas.mitre.org/studies/AML.CS0023"},{"reference_url":"https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track*","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:T/P:M/B:A/M:M/D:R/2024-03-29T04:00:12Z/"}],"url":"https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0"},{"reference_url":"https://docs.ray.io/en/latest/ray-security/index.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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track*","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:T/P:M/B:A/M:M/D:R/2024-03-29T04:00:12Z/"}],"url":"https://docs.ray.io/en/latest/ray-security/index.html"},{"reference_url":"https://docs.ray.io/en/latest/ray-security/token-auth.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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track*","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:T/P:M/B:A/M:M/D:R/2024-03-29T04:00:12Z/"}],"url":"https://docs.ray.io/en/latest/ray-security/token-auth.html"},{"reference_url":"https://github.com/honysyang/Ray","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/honysyang/Ray"},{"reference_url":"https://github.com/ray-project/ray","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray"},{"reference_url":"https://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936"},{"reference_url":"https://www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available"},{"reference_url":"https://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""}],"url":"https://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild"},{"reference_url":"https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit","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":"CRITICAL","scoring_system":"generic_textual","scoring_elements":""},{"value":"Track*","scoring_system":"ssvc","scoring_elements":"SSVCv2/E:P/A:Y/T:T/P:M/B:A/M:M/D:R/2024-03-29T04:00:12Z/"}],"url":"https://www.vicarius.io/vsociety/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