Vulnerability Description
Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
CVSS Score
HIGH
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | <= 2.5.2 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f5PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2qPatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f5PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2qPatchThird Party Advisory
FAQ
What is CVE-2022-23587?
CVE-2022-23587 is a vulnerability with a CVSS score of 8.8 (HIGH). Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Sinc...
How severe is CVE-2022-23587?
CVE-2022-23587 has been rated HIGH with a CVSS base score of 8.8/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2022-23587?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.