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    CVE-2024-52803

    LLama Factory enables fine-tuning of large language models. A critical remote OS command injection vulnerability has been identified in the LLama Factory training process. This vulnerability arises from improper handling of user input, allowing malicious actors to execute arbitrary OS commands on the host system. The issue is caused by insecure usage of the `Popen` function with `shell=True`, coupled with unsanitized user input. Immediate remediation is required to mitigate the risk. This vulnerability is fixed in 0.9.1.

    Published:Nov 21, 2024
    Last Modified:Aug 27, 2025
    EPS:Nov 21, 2024
    EPSS Score:0.0407
    CVSS Score:7.5

    Affected Products

    Vendor
    Hiyouga
    Product
    Llama-factory
    Vendor
    Llama-factory
    Product
    Llama-factory

    Common Vulnerability Scoring System

    Attack Vector
    Network
    Adjacent
    Local
    Physical
    Privileges Required
    None
    Low
    High
    User Interaction
    None
    Required
    Scope
    Unchanged
    Changed
    Confidentiality
    None
    Low
    High
    Integrity
    None
    Low
    High
    Availability
    None
    Low
    High