CVE-2024-12044
Remote Code Execution by Pickle Deserialization in open-mmlab/mmdetection
- State
- Published
- Severity
- 9.8 Critical
- Published
- Mar 20, 2025
- Updated
- Mar 20, 2025
- Reserved
- Dec 2, 2024
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.
Scores
| CVSS | Score | Vector | Source |
|---|---|---|---|
| 3.0 | 9.8 Critical | CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H | @huntr_ai |
Weaknesses
- CWE-502 Deserialization of Untrusted Data
Affected Products
| Product | Versions |
|---|---|
open-mmlab/mmdetectionopen-mmlab |
|
References
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