AI Threat Alert
CVE-2022-29198
MEDIUMTensorFlow 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...
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
Severity & Risk
Recommended Action
No patch available
Monitor for updates. Consider compensating controls or temporary mitigations.
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD 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.
Weaknesses (CWE)
CVSS Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H References
- github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc 3rd Party
- github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 Patch 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 Exploit Patch 3rd Party
- github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc 3rd Party
- github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 Patch 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 Exploit Patch 3rd Party