CVE-2024-12044 — Remote Code Execution by Pickle Deserialization in open-mmlab/mmdetection
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_di…
Published: 2025-03-20 · CVSS: 9.8 · CVSS 3.0
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.
Source: CVE Program · Revision 8b16575c39f1e1810c5e863010da073d2d3285e7