Vulnerability Description
TensorFlow is an open source platform for machine learning. In affected versions if `tf.image.resize` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow. The number of elements in the output tensor is too much for the `int64_t` type and the overflow is detected via a `CHECK` statement. This aborts the process. 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
MEDIUM
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | < 2.4.4 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/commit/e5272d4204ff5b46136a1ef1204fc005PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/issues/46914ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5hx2-qx8j-qjqmExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/e5272d4204ff5b46136a1ef1204fc005PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/issues/46914ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5hx2-qx8j-qjqmExploitThird Party Advisory
FAQ
What is CVE-2021-41199?
CVE-2021-41199 is a vulnerability with a CVSS score of 5.5 (MEDIUM). TensorFlow is an open source platform for machine learning. In affected versions if `tf.image.resize` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-fail...
How severe is CVE-2021-41199?
CVE-2021-41199 has been rated MEDIUM with a CVSS base score of 5.5/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2021-41199?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.