CVEvulnerability
CVE-2022-41901
7.5 HIGH
Official page ↗
- Status
- Modified
- Published
- 2022-11-18
- Last modified
- 2026-06-17
- Assigner
- [email protected]
- CVSS 3.1 ([email protected])
- 4.8 MEDIUM — CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
- CVSS 3.1 ([email protected])
- 7.5 HIGH — CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- Weaknesses
- CWE-20, CWE-617
Description
TensorFlow is an open source platform for machine learning. An input `sparse_matrix` that is not a matrix with a shape with rank 0 will trigger a `CHECK` fail in `tf.raw_ops.SparseMatrixNNZ`. We have patched the issue in GitHub commit f856d02e5322821aad155dad9b3acab1e9f5d693. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Affected configurations
• google tensorflow (< 2.8.4)
• google tensorflow (>= 2.9.0 < 2.9.3)
• google tensorflow (>= 2.10.0 < 2.10.1)
Related
References
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sparse/sparse_matrix.h Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/f856d02e5322821aad155dad9b3acab1e9f5d693 Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g9fm-r5mm-rf9f Exploit, Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sparse/sparse_matrix.h Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/f856d02e5322821aad155dad9b3acab1e9f5d693 Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g9fm-r5mm-rf9f Exploit, Patch, Third Party Advisory