Vulnerability Database

289,697

Total vulnerabilities in the database

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.

CVSS v3:

  • Severity: Medium
  • Score: 5.5
  • AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

CVSS v2:

  • Severity: Low
  • Score: 2.1
  • AV:L/AC:L/Au:N/C:N/I:N/A:P

CWEs:

Software From Fixed in
google / tensorflow 2.7.0-rc1 2.7.0-rc1.x
google / tensorflow 2.7.0-rc0 2.7.0-rc0.x
google / tensorflow 2.7.0 2.7.2
google / tensorflow - 2.6.4
google / tensorflow 2.8.0-rc0 2.8.0-rc0.x
google / tensorflow 2.8.0-rc1 2.8.0-rc1.x
google / tensorflow 2.9.0-rc1 2.9.0-rc1.x
google / tensorflow 2.9.0-rc0 2.9.0-rc0.x
google / tensorflow 2.8.0 2.8.0.x
tensorflow - 2.6.4
tensorflow 2.7.0 2.7.2
tensorflow 2.8.0 2.8.1
tensorflow-cpu - 2.6.4
tensorflow-cpu 2.7.0 2.7.2
tensorflow-cpu 2.8.0 2.8.1
tensorflow-gpu - 2.6.4
tensorflow-gpu 2.7.0 2.7.2
tensorflow-gpu 2.8.0 2.8.1