What’s Vulnerable › Vulnerabilities
CVE-2024-12044: Remote Code Execution by Pickle Deserialization in open-mmlab/mmdetection
- Severity: critical (CVSS 9.8 v3.0)
- Exploited in the wild: not listed in CISA KEV
- EPSS: 1.3% probability of exploitation in the next 30 days
- Public exploit or detection template: none known
- Published: 2025-03-20 · updated 2026-06-17
- Weakness: CWE-502
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.
Affected products
- open-mmlab/mmdetection: through latest
References
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