CVE-2022-41895
Medium
Description
TensorFlow is an open source platform for machine learning. If `MirrorPadGrad` is given outsize input `paddings`, TensorFlow will give a heap OOB error. We have patched the issue in GitHub commit 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92. 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-125Out-of-bounds read
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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