Skip to content
OpenAdvisories
Medium · 6.5 CVE-2022-23565 BIT-tensorflow-2022-23565EUVD-2022-0313GHSA-4v5p-v5h9-6xjxPYSEC-2022-129PYSEC-2022-74PYSEC-2026-3102

`CHECK`-failures in Tensorflow

Published Feb 4, 2022 · Updated Apr 23, 2025 · Assigned by GitHub_M

Description

Tensorflow is an Open Source Machine Learning Framework. An attacker can trigger denial of service via assertion failure by altering a `SavedModel` on disk such that `AttrDef`s of some operation are duplicated. 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-4v5p-v5h9-6xjx
PyPI tensorflow >= 2.6.0, < 2.6.3 2.6.3 GHSA-4v5p-v5h9-6xjx
PyPI tensorflow >= 2.7.0, < 2.7.1 2.7.1 GHSA-4v5p-v5h9-6xjx
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-2026-3102
PyPI tensorflow-cpu < 2.5.3 2.5.3 GHSA-4v5p-v5h9-6xjx
PyPI tensorflow-cpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-4v5p-v5h9-6xjx
PyPI tensorflow-cpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-4v5p-v5h9-6xjx
PyPI tensorflow-cpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-74
PyPI tensorflow-gpu < 2.5.3 2.5.3 GHSA-4v5p-v5h9-6xjx
PyPI tensorflow-gpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-4v5p-v5h9-6xjx
PyPI tensorflow-gpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-4v5p-v5h9-6xjx
PyPI tensorflow-gpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-129

References