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CVE-2022-29198 Details

Description

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.SparseTensorToCSRSparseMatrix` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. The code assumes `dense_shape` is a vector and `indices` is a matrix (as part of requirements for sparse tensors) but there is no validation for this. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Metrics

References to Advisories, Solutions, and Tools

By selecting these links, you will be leaving this site. These are references gathered from the official CVE record and are not endorsed by Volerion.

URLSource(s)Tag(s)
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119 CVEThird Party Advisory
https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 CVEPatchThird Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 CVERelease NotesThird Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 CVERelease NotesThird Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 CVERelease NotesThird Party Advisory

see all 14 references

Weakness Enumeration

CWE-IDCWE NameSource
CWE-20Improper Input Validation[email protected]

Affected Products

ProductVersions
google tensorflow
< 2.6.4
>= 2.7.0, < 2.7.2
2.7.0 rc0
2.7.0 rc1
2.8.0 -

CPE

  • cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*

Remediation

  • No remediation found in references.

Change History

5 change records found show changes

QUICK INFO

CVE Dictionary Entry:
CVE-2022-29198
NVD Published Date:
May 20, 2022
NVD Last Modified:
Jun 17, 2026
Source:
[email protected]
CVE-2022-29198 Details - Not Deferred