{"id":"CVE-2024-12044","aliases":["EUVD-2025-7029","GHSA-mvp8-9qgw-vf58"],"status":"published","title":"Remote Code Execution by Pickle Deserialization in open-mmlab/mmdetection","description":"A remote code execution vulnerability exists in open-mmlab/mmdetection version v3.3.0. The vulnerability is due to the use of the `pickle.loads()` function in the `all_reduce_dict()` distributed training API without proper sanitization. This allows an attacker to execute arbitrary code by broadcasting a malicious payload to the distributed training network.","severity":{"version":"3.0","score":9.8,"vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical","assessor":"cna","from":"cve"},"epss":{"day":"2026-11-11","score":0.01331,"percentile":0.71458,"model":"v2026.06.15"},"facts":{"in_kev":false,"known_exploited":false,"public_exploit":false,"fix_available":false},"cwes":["CWE-502"],"published":"2025-03-20T10:10:03Z","modified":"2026-06-17T06:58:56Z","products":[{"vendor":"open-mmlab","product":"open-mmlab/mmdetection"}],"references":[{"url":"https://huntr.com/bounties/f7e4fc32-e167-49fb-9fc7-f092b9c27e8a"},{"url":"https://nvd.nist.gov/vuln/detail/CVE-2024-12044"},{"url":"https://github.com/advisories/GHSA-mvp8-9qgw-vf58"}],"sources":{"cve":[{"id":"CVE-2024-12044","title":"Remote Code Execution by Pickle Deserialization in open-mmlab/mmdetection","description":"A remote code execution vulnerability exists in open-mmlab/mmdetection version v3.3.0. The vulnerability is due to the use of the `pickle.loads()` function in the `all_reduce_dict()` distributed training API without proper sanitization. This allows an attacker to execute arbitrary code by broadcasting a malicious payload to the distributed training network.","status":"published","published":"2025-03-20T10:10:03.51Z","modified":"2025-03-20T14:36:03.94Z","cvss":[{"version":"3.0","score":9.8,"vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical","assessor":"cna"}],"cwes":["CWE-502"],"updated_at":"2026-11-02T14:34:11.97482Z"}],"euvd":[{"id":"EUVD-2025-7029","description":"A remote code execution vulnerability exists in open-mmlab/mmdetection version v3.3.0. The vulnerability is due to the use of the `pickle.loads()` function in the `all_reduce_dict()` distributed training API without proper sanitization. This allows an attacker to execute arbitrary code by broadcasting a malicious payload to the distributed training network.","status":"published","published":"2025-03-20T10:10:03Z","modified":"2025-03-20T14:36:03Z","cvss":[{"version":"3.0","score":9.8,"vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical"}],"updated_at":"2026-11-02T20:52:57.796612Z"}],"ghsa":[{"id":"GHSA-mvp8-9qgw-vf58","title":"A remote code execution vulnerability exists in open-mmlab/mmdetection version v3.3.0. The...","description":"A remote code execution vulnerability exists in open-mmlab/mmdetection version v3.3.0. The vulnerability is due to the use of the `pickle.loads()` function in the `all_reduce_dict()` distributed training API without proper sanitization. This allows an attacker to execute arbitrary code by broadcasting a malicious payload to the distributed training network.","status":"published","published":"2025-03-20T12:32:42Z","modified":"2025-03-20T12:32:50Z","cvss":[{"version":"3.0","score":9.8,"vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical"}],"cwes":["CWE-502"],"updated_at":"2026-11-02T15:00:22.529672Z"}],"nvd":[{"id":"CVE-2024-12044","description":"A remote code execution vulnerability exists in open-mmlab/mmdetection version v3.3.0. The vulnerability is due to the use of the `pickle.loads()` function in the `all_reduce_dict()` distributed training API without proper sanitization. This allows an attacker to execute arbitrary code by broadcasting a malicious payload to the distributed training network.","status":"published","published":"2025-03-20T10:15:26.387Z","modified":"2026-06-17T06:58:56.823Z","cvss":[{"version":"3.0","score":9.8,"vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical","assessor":"secondary"}],"cwes":["CWE-502"],"updated_at":"2026-11-02T14:10:45.815983Z"}]}}