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CVE-2024-12044

Remote Code Execution by Pickle Deserialization in open-mmlab/mmdetection

CVSS 9.8 CRITICALEPSS 1.2%CWE-502
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.
CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

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