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OpenAdvisories
High · 7.1 CVE-2022-41900 BIT-tensorflow-2022-41900EUVD-2022-7468GHSA-xvwp-h6jv-7472PYSEC-2026-1049PYSEC-2026-3261PYSEC-2026-3383

FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow

Published Nov 18, 2022 · Updated Apr 22, 2025 · Assigned by GitHub_M

Description

TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote code execution. We have patched the issue in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48. The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow >= 2.10.0, < 2.10.1, >= 2.9.0, < 2.9.3, < 2.8.4 —

Fixed in Linux distributions

Distributions backport fixes, so the version that fixes this vulnerability differs per release — upgrade to at least the version shown. From the distributions' security trackers and advisories.

Azure Linux

ReleasePackageFixed inAdvisory
Azure Linux 2 (CBL-Mariner) tensorflow 2.11.0-1 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow < 2.8.4 2.8.4 GHSA-xvwp-h6jv-7472
PyPI tensorflow >= 2.9.0, < 2.9.3 2.9.3 GHSA-xvwp-h6jv-7472
PyPI tensorflow >= 2.10.0, < 2.10.1 2.10.1 GHSA-xvwp-h6jv-7472
PyPI tensorflow < 2.8.4 · >= 2.9.0, < 2.9.3 · >= 2.10.0, < 2.10.1 2.8.4, 2.9.3, 2.10.1 PYSEC-2026-3261
PyPI tensorflow-cpu < 2.8.4 2.8.4 GHSA-xvwp-h6jv-7472
PyPI tensorflow-cpu >= 2.9.0, < 2.9.3 2.9.3 GHSA-xvwp-h6jv-7472
PyPI tensorflow-cpu >= 2.10.0, < 2.10.1 2.10.1 GHSA-xvwp-h6jv-7472
PyPI tensorflow-cpu < 2.8.4 · >= 2.9.0, < 2.9.3 · >= 2.10.0, < 2.10.1 2.8.4, 2.9.3, 2.10.1 PYSEC-2026-3383
PyPI tensorflow-gpu < 2.8.4 2.8.4 GHSA-xvwp-h6jv-7472
PyPI tensorflow-gpu >= 2.9.0, < 2.9.3 2.9.3 GHSA-xvwp-h6jv-7472
PyPI tensorflow-gpu >= 2.10.0, < 2.10.1 2.10.1 GHSA-xvwp-h6jv-7472
PyPI tensorflow-gpu < 2.8.4 · >= 2.9.0, < 2.9.3 · >= 2.10.0, < 2.10.1 2.8.4, 2.9.3, 2.10.1 PYSEC-2026-1049

References