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    1 vulnerability by open-mmlab

    CVE-2024-12044 (GCVE-0-2024-12044)

    Vulnerability from cvelistv5 – Published: 2025-03-20 10:10 – Updated: 2025-03-20 14:36
    VLAI
    Title
    Remote Code Execution by Pickle Deserialization in open-mmlab/mmdetection
    Summary
    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
    9.8 (Critical)
    CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-502 - Deserialization of Untrusted Data
    Assigner
    References
    Impacted products
    Vendor Product Version
    open-mmlab open-mmlab/mmdetection Affected: unspecified , ≤ latest (custom)
    		Create a notification for this product.
    Show details on NVD website
    To clipboard 

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