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 `SafeToRemoveIdentity` 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/92dba16749fae36c246bec3f9ba474d9PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5f2r-qp73-37mrPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/92dba16749fae36c246bec3f9ba474d9PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5f2r-qp73-37mrPatchThird Party Advisory
FAQ
What is CVE-2022-23579?
CVE-2022-23579 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 `SafeToRemoveIdentity` would...
How severe is CVE-2022-23579?
CVE-2022-23579 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-2022-23579?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.