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lightgbm@2.1.0 vulnerabilities

LightGBM Python-package

  • latest version

    4.6.0

  • latest non vulnerable version

    4.6.0

  • first published

    8 years ago

  • latest version published

    10 months ago

  • licenses detected

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    Direct Vulnerabilities

    Known vulnerabilities in the lightgbm package. This does not include vulnerabilities belonging to this package’s dependencies.

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    VulnerabilityVulnerable Version
    • C
    Out-of-bounds Write

    lightgbm is a gradient boosting framework that uses tree based learning algorithms.

    Affected versions of this package are vulnerable to Out-of-bounds Write in linkers_socket.cpp, used during initialization of distributed training. An attacker can exploit a race condition to connect to a node while it is waiting for a legitimate connection from a configured peer, and send an arbitrary rank value. This may trigger an exploitable crash on the affected node.

    How to fix Out-of-bounds Write?

    Upgrade lightgbm to version 4.6.0 or higher.

    [,4.6.0)
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