VDB

CVE-2022-23591

CVE-2022-23591 PUBLISHED

Tensorflow is an Open Source Machine Learning Framework. The `GraphDef` format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a `GraphDef` containing a fragment such as the following can be consumed when loading a `SavedModel`. This would result in a stack overflow during execution as resolving each `NodeDef` means resolving the function itself and its nodes. 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.

EPSS 0.33% · 56.6th percentile

Risk Scores

EPSS Score
0.33%
56.6th percentile

Affected Products

VendorProductVersions
Bitnamitensorflow0, 2.6.0, 2.7.0
Bitnamitensorflow2.6.0, 2.7.0, 0

Timeline

  • Feb 4, 2022 CVE Published
  • Feb 8, 2022 EPSS Score
  • Feb 10, 2022 EPSS Score
  • Apr 1, 2022 EPSS Score
  • May 24, 2022 EPSS Score
  • Jul 16, 2022 EPSS Score
  • Sep 7, 2022 EPSS Score
  • Oct 29, 2022 EPSS Score
  • Dec 21, 2022 EPSS Score
  • Mar 7, 2023 EPSS Score
  • Apr 5, 2023 EPSS Score
  • May 27, 2023 EPSS Score
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