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.
History

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cve-icon MITRE

Status: PUBLISHED

Assigner: GitHub_M

Published: 2022-05-20T21:50:12

Updated: 2024-08-03T06:17:54.186Z

Reserved: 2022-04-13T00:00:00

Link: CVE-2022-29198

cve-icon Vulnrichment

No data.

cve-icon NVD

Status : Modified

Published: 2022-05-20T22:16:40.810

Modified: 2024-11-21T06:58:41.647

Link: CVE-2022-29198

cve-icon Redhat

No data.