CVE-2022-41885
Medium
Description
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. 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-131CWE-131
How to fix
Update
- google tensorflow2.7.4, 2.8.1, 2.9.1 or later
- tensorflow2.7.4, 2.8.1, 2.9.1 or later
- tensorflow-cpu2.7.4, 2.8.1, 2.9.1 or later
- tensorflow-gpu2.7.4, 2.8.1, 2.9.1 or later
Affected products
| Product | Affected versions | Fixed in |
|---|---|---|
| google tensorflow | v < 2.7.4, 2.8.0 ≤ v < 2.8.1, 2.9.0 ≤ v < 2.9.1, 2.10.0 | 2.7.4, 2.8.1, 2.9.1 |
| tensorflowPyPI | v < 2.7.4, 2.8.0 ≤ v < 2.8.1, 2.9.0 ≤ v < 2.9.1 | 2.7.4, 2.8.1, 2.9.1 |
| tensorflow-cpuPyPI | v < 2.7.4, 2.8.0 ≤ v < 2.8.1, 2.9.0 ≤ v < 2.9.1 | 2.7.4, 2.8.1, 2.9.1 |
| tensorflow-gpuPyPI | v < 2.7.4, 2.8.0 ≤ v < 2.8.1, 2.9.0 ≤ v < 2.9.1 | 2.7.4, 2.8.1, 2.9.1 |
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