Vulnerability Description
Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. 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
MEDIUM
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/fcd18ce3101f245b083b30655c27b239PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c94w-c95p-phf8PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/fcd18ce3101f245b083b30655c27b239PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c94w-c95p-phf8PatchThird Party Advisory
FAQ
What is CVE-2022-23575?
CVE-2022-23575 is a vulnerability with a CVSS score of 6.5 (MEDIUM). Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation w...
How severe is CVE-2022-23575?
CVE-2022-23575 has been rated MEDIUM with a CVSS base score of 6.5/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2022-23575?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.