CVE-2022-41890: Incorrect Type Conversion or Cast
TensorFlow is an open source platform for machine learning. If BCast::ToShape is given input larger than an int32, it will crash, despite being supposed to handle up to an int64. An example can be seen in tf.experimental.numpy.outer by passing in large input to the input b. We have patched the issue in GitHub commit 8310bf8dd188ff780e7fc53245058215a05bdbe5. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
References
- github.com/advisories/GHSA-h246-cgh4-7475
- github.com/tensorflow/tensorflow/blob/master/tensorflow/core/util/bcast.h
- github.com/tensorflow/tensorflow/commit/8310bf8dd188ff780e7fc53245058215a05bdbe5
- github.com/tensorflow/tensorflow/security/advisories/GHSA-h246-cgh4-7475
- nvd.nist.gov/vuln/detail/CVE-2022-41890
Code Behaviors & Features
Detect and mitigate CVE-2022-41890 with GitLab Dependency Scanning
Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Learn more about Dependency Scanning →