CVE-2022-41901
Medium
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.
SeverityMedium
CVSS4.8
Exploit probability—
Product
Google Tensorflow
PublishedNov 18, 2022
First seenNov 18, 2022
Weakness typeCWE-20Improper input validation
How to fix
Update
- google tensorflow2.8.4, 2.9.3, 2.10.1 or later
- tensorflow2.8.4, 2.9.3, 2.10.1 or later
- tensorflow-cpu2.8.4, 2.9.3, 2.10.1 or later
- tensorflow-gpu2.8.4, 2.9.3, 2.10.1 or later
Affected products
| Product | Affected versions | Fixed in |
|---|---|---|
| google tensorflow | v < 2.8.4, 2.9.0 ≤ v < 2.9.3, 2.10.0 ≤ v < 2.10.1 | 2.8.4, 2.9.3, 2.10.1 |
| tensorflowPyPI | v < 2.8.4, 2.9.0 ≤ v < 2.9.3, 2.10.0 ≤ v < 2.10.1 | 2.8.4, 2.9.3, 2.10.1 |
| tensorflow-cpuPyPI | v < 2.8.4, 2.9.0 ≤ v < 2.9.3, 2.10.0 ≤ v < 2.10.1 | 2.8.4, 2.9.3, 2.10.1 |
| tensorflow-gpuPyPI | v < 2.8.4, 2.9.0 ≤ v < 2.9.3, 2.10.0 ≤ v < 2.10.1 | 2.8.4, 2.9.3, 2.10.1 |
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