CVE-2022-23575

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.

Score

CVSS 3.1 6.5 Medium

Status

Modified - security-advisories@github.com

Published

2022-02-04

Last modified

2025-04-22

Weaknesses

CWE-190

Affected products

• Tensorflow (Google)
• Tensorflow (Tensorflow)

References

• https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/o…
• https://github.com/tensorflow/tensorflow/commit/fcd18ce3101f245b083b30655c27b239dc72221e
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c94w-c95p-phf8