lightgbm@2.2.3 vulnerabilities

LightGBM Python Package

latest version

4.5.0

first published

7 years ago

latest version published

4 months ago

licenses detected

MIT
[0,)

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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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Vulnerability Vulnerable Version

Vulnerability	Vulnerable 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? A fix was pushed into the `master` branch but not yet published.	[0,)

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?

A fix was pushed into the master branch but not yet published.

[0,)

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