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OpenAdvisories
Medium · 5.5 CVE-2022-29203 BIT-tensorflow-2022-29203EUVD-2022-4388GHSA-jjm6-4vf7-cjh4PYSEC-2026-1012PYSEC-2026-3207PYSEC-2026-3344

Integer overflow in `SpaceToBatchND` in TensorFlow

Published May 20, 2022 · Updated Apr 22, 2025 · Assigned by GitHub_M

Vendor: TensorFlow Product: TensorFlow Package: tensorflow Package: tensorflow-cpu Package: tensorflow-gpu Ecosystem: PyPI

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.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow < 2.6.4, >= 2.7.0rc0, < 2.7.2, >= 2.8.0rc0, < 2.8.1, >= 2.9.0rc0, < 2.9.0 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow < 2.6.4 2.6.4 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow >= 2.7.0, < 2.7.2 2.7.2 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow >= 2.8.0, < 2.8.1 2.8.1 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow < 2.6.4 · >= 2.7.0, < 2.7.2 · >= 2.8.0, < 2.8.1 2.6.4, 2.7.2, 2.8.1 PYSEC-2026-3207
PyPI tensorflow-cpu < 2.6.4 2.6.4 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow-cpu >= 2.7.0, < 2.7.2 2.7.2 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow-cpu >= 2.8.0, < 2.8.1 2.8.1 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow-cpu < 2.6.4 · >= 2.7.0, < 2.7.2 · >= 2.8.0, < 2.8.1 2.6.4, 2.7.2, 2.8.1 PYSEC-2026-3344
PyPI tensorflow-gpu < 2.6.4 2.6.4 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow-gpu >= 2.7.0, < 2.7.2 2.7.2 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow-gpu >= 2.8.0, < 2.8.1 2.8.1 GHSA-jjm6-4vf7-cjh4
PyPI tensorflow-gpu < 2.6.4 · >= 2.7.0, < 2.7.2 · >= 2.8.0, < 2.8.1 2.6.4, 2.7.2, 2.8.1 PYSEC-2026-1012

References