Vulnerability Description
TensorFlow is an end-to-end open source platform for machine learning. TFLite's convolution code(https://github.com/tensorflow/tensorflow/blob/09c73bca7d648e961dd05898292d91a8322a9d45/tensorflow/lite/kernels/conv.cc) has multiple division where the divisor is controlled by the user and not checked to be non-zero. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
CVSS Score
LOW
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | < 2.1.4 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/commit/ff489d95a9006be080ad14feb378f2b4PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3qgw-p4fm-x7gfExploitPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/ff489d95a9006be080ad14feb378f2b4PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3qgw-p4fm-x7gfExploitPatchThird Party Advisory
FAQ
What is CVE-2021-29594?
CVE-2021-29594 is a vulnerability with a CVSS score of 2.5 (LOW). TensorFlow is an end-to-end open source platform for machine learning. TFLite's convolution code(https://github.com/tensorflow/tensorflow/blob/09c73bca7d648e961dd05898292d91a8322a9d45/tensorflow/lite/...
How severe is CVE-2021-29594?
CVE-2021-29594 has been rated LOW with a CVSS base score of 2.5/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2021-29594?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.