CVE-2022-23582

`CHECK`-failures in `TensorByteSize` in Tensorflow

State
Published
Severity
6.5 Medium
Published
Feb 4, 2022
Updated
Apr 22, 2025
Reserved
Jan 19, 2022

Read the record on cve.org

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.

Scores

CVSSScoreVectorSource
3.16.5 MediumCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HGitHub_M

Weaknesses

Affected Products

ProductVersions
tensorflowtensorflow
  • >= 2.7.0, < 2.7.1Affected
  • >= 2.6.0, < 2.6.3Affected
  • < 2.5.3Affected

References

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