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CVE-2024-12044

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Date: March 20, 2025

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 Score

Related Resources (3)

https://nvd.nist.gov/vuln/detail/CVE-2024-12044
https://huntr.com/bounties/f7e4fc32-e167-49fb-9fc7-f092b9c27e8a
https://www.mend.io/vulnerability-database/CVE-2024-12044

Severity Score

Weakness Type (CWE)

Deserialization of Untrusted Data

CWE-502

Top Fix

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CVSS v3.1

Base Score:
Attack Vector (AV): NETWORK
Attack Complexity (AC): LOW
Privileges Required (PR): NONE
User Interaction (UI): NONE
Scope (S): UNCHANGED
Confidentiality (C): HIGH
Integrity (I): HIGH
Availability (A): HIGH

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