Vulnerability Description
TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. 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 | < 2.8.4 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdcThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacadPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2ExploitPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdcThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacadPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2ExploitPatchThird Party Advisory
FAQ
What is CVE-2022-41899?
CVE-2022-41899 is a vulnerability with a CVSS score of 4.8 (MEDIUM). TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in G...
How severe is CVE-2022-41899?
CVE-2022-41899 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-2022-41899?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.