Vulnerability Description
Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
CVSS Score
MEDIUM
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | <= 2.5.2 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71bPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ePatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2cPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71bPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ePatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2cPatchThird Party Advisory
FAQ
What is CVE-2022-23581?
CVE-2022-23581 is a vulnerability with a CVSS score of 6.5 (MEDIUM). Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` woul...
How severe is CVE-2022-23581?
CVE-2022-23581 has been rated MEDIUM with a CVSS base score of 6.5/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2022-23581?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.