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Moderate severityNVD Advisory· Published May 20, 2022· Updated Apr 22, 2025

Integer overflow in `SpaceToBatchND` in TensorFlow

CVE-2022-29203

Description

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of tf.raw_ops.SpaceToBatchND (in all backends such as XLA and handwritten kernels) is vulnerable to an integer overflow: The result of this integer overflow is used to allocate the output tensor, hence we get a denial of service via a CHECK-failure (assertion failure), as in TFSA-2021-198. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

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Affected packages

Versions sourced from the GitHub Security Advisory.

PackageAffected versionsPatched versions
tensorflowPyPI
< 2.6.42.6.4
tensorflowPyPI
>= 2.7.0, < 2.7.22.7.2
tensorflowPyPI
>= 2.8.0, < 2.8.12.8.1
tensorflow-cpuPyPI
< 2.6.42.6.4
tensorflow-cpuPyPI
>= 2.7.0, < 2.7.22.7.2
tensorflow-cpuPyPI
>= 2.8.0, < 2.8.12.8.1
tensorflow-gpuPyPI
< 2.6.42.6.4
tensorflow-gpuPyPI
>= 2.7.0, < 2.7.22.7.2
tensorflow-gpuPyPI
>= 2.8.0, < 2.8.12.8.1

Affected products

5

Patches

Vulnerability mechanics

References

9

News mentions

0

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