Vulnerability Description
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
CVSS Score
MEDIUM
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | < 2.6.4 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce8Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e50820884PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/issues/55199Issue TrackingPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4Release NotesThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2Release NotesThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1Release NotesThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0Release NotesThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5cExploitPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce8Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e50820884PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/issues/55199Issue TrackingPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4Release NotesThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2Release NotesThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1Release NotesThird Party Advisory
- https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0Release NotesThird Party Advisory
FAQ
What is CVE-2022-29202?
CVE-2022-29202 is a vulnerability with a CVSS score of 5.5 (MEDIUM). TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments. Th...
How severe is CVE-2022-29202?
CVE-2022-29202 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-2022-29202?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.