Vulnerability Description
TensorFlow is an open source platform for machine learning. When `tf.random.gamma` receives large input shape and rates, it gives a `CHECK` fail that can trigger a denial of service attack. We have patched the issue in GitHub commit 552bfced6ce4809db5f3ca305f60ff80dd40c5a3. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.
CVSS Score
MEDIUM
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | < 2.7.2 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mv8m-8x97-937qThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mv8m-8x97-937qThird Party Advisory
FAQ
What is CVE-2022-36004?
CVE-2022-36004 is a vulnerability with a CVSS score of 5.9 (MEDIUM). TensorFlow is an open source platform for machine learning. When `tf.random.gamma` receives large input shape and rates, it gives a `CHECK` fail that can trigger a denial of service attack. We have pa...
How severe is CVE-2022-36004?
CVE-2022-36004 has been rated MEDIUM with a CVSS base score of 5.9/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2022-36004?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.