VULNERABILITY INTELLIGENCE

CVE-2024-12044

CVSS score9.8 CRITICAL

EPSS probability1.33%

CISA KEVNot currently listed

Published2025-03-20

Last modified2026-06-17

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.