CVE-2022-23562

Integer overflow in Tensorflow

State
Published
Severity
7.6 High
Published
Feb 4, 2022
Updated
Apr 23, 2025
Reserved
Jan 19, 2022

Read the record on cve.org

Description

Tensorflow is an Open Source Machine Learning Framework. The implementation of `Range` suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations. 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
3.17.6 HighCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:HGitHub_M

Weaknesses

  • CWE-190 Integer Overflow or Wraparound

Affected Products

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

References

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