CVE-2022-29198

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.
References
Link Resource
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119 Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 Exploit Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119 Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 Exploit Patch Third Party Advisory
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
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:*:*:*:*:*:*

History

21 Nov 2024, 06:58

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119 - Third Party Advisory () https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119 - Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - Release Notes, Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - Release Notes, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - Release Notes, Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - Release Notes, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - Release Notes, Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - Release Notes, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 - Exploit, Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 - Exploit, Patch, Third Party Advisory

Information

Published : 2022-05-20 22:16

Updated : 2024-11-21 06:58


NVD link : CVE-2022-29198

Mitre link : CVE-2022-29198

CVE.ORG link : CVE-2022-29198


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-20

Improper Input Validation