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OpenAdvisories
High · 8.8 CVE-2022-23566 BIT-tensorflow-2022-23566EUVD-2022-0314GHSA-5qw5-89mw-wcg2PYSEC-2022-130PYSEC-2022-75PYSEC-2026-3109

Out of bounds write in Tensorflow

Published Feb 4, 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 Machine Learning Framework. TensorFlow is vulnerable to a heap OOB write in `Grappler`. The `set_output` function writes to an array at the specified index. Hence, this gives a malicious user a write primitive. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow >= 2.7.0, < 2.7.1, >= 2.6.0, < 2.6.3, < 2.5.3 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow < 2.5.3 2.5.3 GHSA-5qw5-89mw-wcg2
PyPI tensorflow >= 2.6.0, < 2.6.3 2.6.3 GHSA-5qw5-89mw-wcg2
PyPI tensorflow >= 2.7.0, < 2.7.1 2.7.1 GHSA-5qw5-89mw-wcg2
PyPI tensorflow < 2.5.3 · >= 2.6.0, < 2.6.3 · >= 2.7.0, < 2.7.1 2.5.3, 2.6.3, 2.7.1 PYSEC-2026-3109
PyPI tensorflow-cpu < 2.5.3 2.5.3 GHSA-5qw5-89mw-wcg2
PyPI tensorflow-cpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-5qw5-89mw-wcg2
PyPI tensorflow-cpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-5qw5-89mw-wcg2
PyPI tensorflow-cpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-75
PyPI tensorflow-gpu < 2.5.3 2.5.3 GHSA-5qw5-89mw-wcg2
PyPI tensorflow-gpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-5qw5-89mw-wcg2
PyPI tensorflow-gpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-5qw5-89mw-wcg2
PyPI tensorflow-gpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-130

References