CVE-2022-41899

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.11 TensorFlow versions 2.10.1 and earlier TensorFlow versions 2.9.3 and earlier TensorFlow versions 2.8.4 and earlier

Description TensorFlow is an open source platform for machine learning. Inputs dense features or example state data not of rank 2 will trigger a CHECK fail in SdcaOptimizer.

Recommendations For versions prior to 2.11, update to TensorFlow 2.11 or later. For versions 2.10.1 and earlier, update to TensorFlow 2.10.1 or later. For versions 2.9.3 and earlier, update to TensorFlow 2.9.3 or later. For versions 2.8.4 and earlier, update to TensorFlow 2.8.4 or later. As a temporary workaround, consider disabling the SdcaOptimizer function until a patch is available. Restrict access to the dense features and example state data parameters to minimize the risk of exploitation.