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    CVE-2026-58659

    PyTorch Lightning through 2.6.5, fixed in commit d710d68, contains a remote code execution vulnerability in the _load_state function that imports and executes attacker-controlled module names from checkpoint _instantiator hyperparameters. Attackers can craft malicious checkpoint files that bypass weights_only=True protections to execute arbitrary code when LightningModule.load_from_checkpoint is called.

    Published:Jul 15, 2026
    Last Modified:Jul 18, 2026
    EPS:Jul 15, 2026
    EPSS Score:0.00235
    CVSS Score:7.8

    Affected Products

    Vendor
    Lightningai
    Product
    Pytorch Lightning

    Common Attack Pattern Enumeration and Classification (CAPEC)

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    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