TensorFlow is an open source platform for machine learning. In affected versions while calculating the size of the output within the tf.range
kernel, there is a conditional statement of type int64 = condition ? int64 : double
. Due to C++ implicit conversion rules, both branches of the condition will be cast to double
and the result would be truncated before the assignment. This result in overflows. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
github.com/tensorflow/tensorflow/commit/1b0e0ec27e7895b9985076eab32445026ae5ca94
github.com/tensorflow/tensorflow/commit/6d94002a09711d297dbba90390d5482b76113899
github.com/tensorflow/tensorflow/issues/46889
github.com/tensorflow/tensorflow/issues/46912
github.com/tensorflow/tensorflow/security/advisories/GHSA-xrqm-fpgr-6hhx