{"schema_version":1,"title":"Ray-Project Ray vulnerabilities","summary":"Junglewise Threat Intelligence has tracked 3 vulnerabilities in Ray-Project Ray: 0 in the last 7 days and 1 in the last 90 days, 1 of them critical and 1 exploited in the wild. The most recent, CVE-2026-57516, was published on 1 July 2026.","url":"https://junglewise.ai/threats/technologies/ray-project-ray","json_url":"https://junglewise.ai/threats/technologies/ray-project-ray.json","publisher":"Junglewise Threat Intelligence","license":"CC-BY-4.0","license_url":"https://creativecommons.org/licenses/by/4.0/","attribution":"Junglewise Threat Intelligence, https://junglewise.ai/threats/technologies/ray-project-ray","sources":"NVD, GitHub Security Advisories, OSV, the CISA Known Exploited Vulnerabilities catalog, FIRST EPSS and vendor advisories","kind":"technology","counts":{"high":2,"all_time":3,"critical":1,"exploited":1,"last_7_days":0,"last_30_days":0,"last_90_days":1,"last_365_days":3},"latest":[{"cve":"CVE-2026-57516","cvss":8.8,"epss":0.0086,"slug":"cve-2026-57516-ray-unsafe-deserialization-in-webdataset-and-parquet-readers","title":"Ray unsafe deserialization in WebDataset and Parquet readers","severity":"high","exploited":false,"published_at":"2026-07-01T17:16:37.39+00:00","url":"https://junglewise.ai/threats/cve-2026-57516-ray-unsafe-deserialization-in-webdataset-and-parquet-readers"},{"cve":"CVE-2026-41486","cvss":8.8,"epss":0.007,"slug":"cve-2026-41486-ray-ray-data-remote-code-execution-via-parquet-deserialization","title":"Ray Ray Data remote code execution via Parquet deserialization","severity":"high","exploited":false,"published_at":"2026-05-08T22:16:29.903+00:00","url":"https://junglewise.ai/threats/cve-2026-41486-ray-ray-data-remote-code-execution-via-parquet-deserialization"},{"cve":"CVE-2025-62593","cvss":8.8,"epss":0.6246,"slug":"cve-2025-62593-ray-project-ray-code-injection-vulnerability","title":"Ray is an AI compute engine. Prior to version 2.52.0, developers working with Ray as a development tool can be exploited via a critical RCE","severity":"critical","exploited":true,"published_at":"2025-11-26T23:15:47.927+00:00","url":"https://junglewise.ai/threats/cve-2025-62593-ray-project-ray-code-injection-vulnerability"}],"weekly":[{"week":"2026-07-06","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-07-13","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-07-20","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-07-27","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-03","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-10","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-17","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-24","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-08-31","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-09-07","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-09-14","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-09-21","critical":0,"exploited":0,"vulnerabilities":0},{"week":"2026-09-28","critical":0,"exploited":0,"vulnerabilities":0}],"related":[],"technology":{"hub":true,"name":"Ray-Project Ray","slug":"ray-project-ray","vendor":{"name":"Ray-Project","slug":"ray-project","url":"https://junglewise.ai/threats/vendors/ray-project"},"aliases":[],"description":"Open-source distributed computing framework for parallel processing and machine learning applications.","url":"https://junglewise.ai/threats/technologies/ray-project-ray"},"most_severe":[{"cve":"CVE-2025-62593","cvss":8.8,"epss":0.6246,"slug":"cve-2025-62593-ray-project-ray-code-injection-vulnerability","title":"Ray is an AI compute engine. Prior to version 2.52.0, developers working with Ray as a development tool can be exploited via a critical RCE","severity":"critical","exploited":true,"published_at":"2025-11-26T23:15:47.927+00:00","url":"https://junglewise.ai/threats/cve-2025-62593-ray-project-ray-code-injection-vulnerability"},{"cve":"CVE-2026-57516","cvss":8.8,"epss":0.0086,"slug":"cve-2026-57516-ray-unsafe-deserialization-in-webdataset-and-parquet-readers","title":"Ray unsafe deserialization in WebDataset and Parquet readers","severity":"high","exploited":false,"published_at":"2026-07-01T17:16:37.39+00:00","url":"https://junglewise.ai/threats/cve-2026-57516-ray-unsafe-deserialization-in-webdataset-and-parquet-readers"},{"cve":"CVE-2026-41486","cvss":8.8,"epss":0.007,"slug":"cve-2026-41486-ray-ray-data-remote-code-execution-via-parquet-deserialization","title":"Ray Ray Data remote code execution via Parquet deserialization","severity":"high","exploited":false,"published_at":"2026-05-08T22:16:29.903+00:00","url":"https://junglewise.ai/threats/cve-2026-41486-ray-ray-data-remote-code-execution-via-parquet-deserialization"}],"generated_at":"2026-09-28T03:07:00.154823+00:00"}