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OpenAdvisories
Medium · 6.5 CVE-2022-23582 BIT-tensorflow-2022-23582EUVD-2022-0330GHSA-4j82-5ccr-4r8vPYSEC-2022-146PYSEC-2022-91PYSEC-2026-3100

`CHECK`-failures in `TensorByteSize` in Tensorflow

Published Feb 4, 2022 · Updated Apr 22, 2025 · Assigned by GitHub_M

Description

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that `TensorByteSize` would trigger `CHECK` failures. `TensorShape` constructor throws a `CHECK`-fail if shape is partial or has a number of elements that would overflow the size of an `int`. The `PartialTensorShape` constructor instead does not cause a `CHECK`-abort if the shape is partial, which is exactly what this function needs to be able to return `-1`. 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-4j82-5ccr-4r8v
PyPI tensorflow >= 2.6.0, < 2.6.3 2.6.3 GHSA-4j82-5ccr-4r8v
PyPI tensorflow >= 2.7.0, < 2.7.1 2.7.1 GHSA-4j82-5ccr-4r8v
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-2026-3100
PyPI tensorflow-cpu < 2.5.3 2.5.3 GHSA-4j82-5ccr-4r8v
PyPI tensorflow-cpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-4j82-5ccr-4r8v
PyPI tensorflow-cpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-4j82-5ccr-4r8v
PyPI tensorflow-cpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-91
PyPI tensorflow-gpu < 2.5.3 2.5.3 GHSA-4j82-5ccr-4r8v
PyPI tensorflow-gpu >= 2.6.0, < 2.6.3 2.6.3 GHSA-4j82-5ccr-4r8v
PyPI tensorflow-gpu >= 2.7.0, < 2.7.1 2.7.1 GHSA-4j82-5ccr-4r8v
PyPI tensorflow-gpu < 2.5.3 · >= 2.6.0, < 2.6.3 2.5.3, 2.6.3 PYSEC-2022-146

References