Vulnerability 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.
CVSS Score
MEDIUM
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | < 2.7.4 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102aPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcxExploitPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102aPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcxExploitPatchThird Party Advisory
FAQ
What is CVE-2022-41885?
CVE-2022-41885 is a vulnerability with a CVSS score of 4.8 (MEDIUM). 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 d66e1d5682...
How severe is CVE-2022-41885?
CVE-2022-41885 has been rated MEDIUM with a CVSS base score of 4.8/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2022-41885?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.