CVE-2022-41907

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

Description The issue occurs when tf.raw ops.ResizeNearestNeighborGrad is given a large size input, causing an overflow. This can be exploited with a specific input, such as size = tf.constant([1879048192,1879048192], shape=[2], dtype=tf.int32).

Recommendations For TensorFlow versions prior to 2.11, update to version 2.11 or later. For TensorFlow versions 2.10.1, 2.9.3, and 2.8.4, apply the patch from GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. As a temporary workaround, consider restricting the use of the tf.raw ops.ResizeNearestNeighborGrad function with large size inputs until a patch is applied.