CVE-2022-41885: Overflow in `FusedResizeAndPadConv2D` in Tensorflow
First published: Fri Nov 18 2022(Updated: )
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.
Credit: security-advisories@github.com
| Affected Software | Affected Version | How to fix |
|---|---|---|
| Google TensorFlow | <2.7.4 | |
| Google TensorFlow | >=2.8.0<2.8.1 | |
| Google TensorFlow | >=2.9.0<2.9.1 | |
| Google TensorFlow | =2.10.0-rc0 | |
| Google TensorFlow | =2.10.0-rc1 | |
| Google TensorFlow | =2.10.0-rc2 | |
| Google TensorFlow | =2.10.0-rc3 |
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Reference Links
Frequently Asked Questions
What is CVE-2022-41885?
CVE-2022-41885 is a vulnerability in TensorFlow that causes an overflow when `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape.
What is the severity of CVE-2022-41885?
The severity of CVE-2022-41885 is high with a CVSS score of 7.5.
Which versions of TensorFlow are affected by CVE-2022-41885?
The versions affected by CVE-2022-41885 are TensorFlow 2.7.4, 2.8.0 to 2.8.1, 2.9.0 to 2.9.1, 2.10.0-rc0, 2.10.0-rc1, 2.10.0-rc2, and 2.10.0-rc3.
How can I fix CVE-2022-41885?
To fix CVE-2022-41885, update to TensorFlow 2.11 or later, which includes the patch for the vulnerability.
Where can I find more information about CVE-2022-41885?
You can find more information about CVE-2022-41885 in the following references: [GitHub ConvOpsFusedImageTransform.cc](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc), [GitHub Commit d66e1d568275e6a2947de97dca7a102a211e01ce](https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce), [GitHub Security Advisory GHSA-762h-vpvw-3rcx](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx).
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