CVE-2022-41886: Overflow in `ImageProjectiveTransformV2` in Tensorflow
First published: Fri Nov 18 2022(Updated: )
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ImageProjectiveTransformV2` is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. 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 | <2.8.4 | |
| Google TensorFlow | >=2.9.0<2.9.3 | |
| Google TensorFlow | =2.10.0 |
Never miss a vulnerability like this again
Sign up to SecAlerts for real-time vulnerability data matched to your software, aggregated from hundreds of sources.
Reference Links
Frequently Asked Questions
What is CVE-2022-41886?
CVE-2022-41886 is a vulnerability in TensorFlow where `tf.raw_ops.ImageProjectiveTransformV2` overflows when given a large output shape.
What is the severity of CVE-2022-41886?
The severity of CVE-2022-41886 is high with a CVSS score of 7.5.
Which versions of TensorFlow are affected by CVE-2022-41886?
TensorFlow versions 2.8.4, 2.9.0 to 2.9.3, and 2.10.0 are affected by CVE-2022-41886.
How can I fix CVE-2022-41886?
The issue has been patched in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba and the fix will be included in TensorFlow 2.11. It is recommended to update to the latest version when available.
Where can I find more information about CVE-2022-41886?
More information about CVE-2022-41886 can be found in the following references: [GitHub Commit](https://github.com/tensorflow/tensorflow/commit/8faa6ea692985dbe6ce10e1a3168e0bd60a723ba), [GitHub Security Advisory](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-54pp-c6pp-7fpx).
- collector/nvd-index
- agent/type
- agent/softwarecombine
- agent/remedy
- collector/mitre-cve
- source/MITRE
- agent/author
- agent/severity
- agent/title
- agent/weakness
- agent/references
- agent/last-modified-date
- agent/first-publish-date
- agent/tags
- agent/description
- agent/event
- vendor/google
- canonical/google tensorflow
- version/google tensorflow/2.9.0
- version/google tensorflow/2.10.0