Vulnerability Description
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SparseFillEmptyRows` can be made to trigger a heap OOB access. This occurs whenever the size of `indices` does not match the size of `values`. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
CVSS Score
HIGH
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | < 2.4.4 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/commit/67bfd9feeecfb3c61d80f0e46d89c170PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rg3m-hqc5-344vExploitPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/67bfd9feeecfb3c61d80f0e46d89c170PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rg3m-hqc5-344vExploitPatchThird Party Advisory
FAQ
What is CVE-2021-41224?
CVE-2021-41224 is a vulnerability with a CVSS score of 7.1 (HIGH). TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SparseFillEmptyRows` can be made to trigger a heap OOB access. This occurs whenever the size of ...
How severe is CVE-2021-41224?
CVE-2021-41224 has been rated HIGH with a CVSS base score of 7.1/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2021-41224?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.