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dgl@0.6.1 vulnerabilities

Deep Graph Library

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Direct Vulnerabilities

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

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Vulnerability Vulnerable Version
  • M
Race Condition

dgl is a Deep Graph Library

Affected versions of this package are vulnerable to Race Condition via the distributed machine learning algorithms, specifically SparseAdam and SparseAdagrad. This issue is causing inconsistent parameter updates during concurrent operations, impacting the accuracy and reliability of the learning models.

How to fix Race Condition?

Upgrade dgl to version 0.9.0 or higher.

[,0.9.0)
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