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.
References
Link | Resource |
---|---|
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 |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 07:24
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sparse/sparse_matrix.h - Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/f856d02e5322821aad155dad9b3acab1e9f5d693 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g9fm-r5mm-rf9f - Exploit, Patch, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : unknown
v3 : 4.8 |
10 Jul 2023, 16:00
Type | Values Removed | Values Added |
---|---|---|
CWE | CWE-617 |
Information
Published : 2022-11-18 22:15
Updated : 2024-11-21 07:24
NVD link : CVE-2022-41901
Mitre link : CVE-2022-41901
CVE.ORG link : CVE-2022-41901
JSON object : View
Products Affected
- tensorflow