Description
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.
Affected products
Version statuses are supplied by the assigning organization. Consult the original record for detailed ranges and platform conditions.
tensorflow tensorflow
>= 2.6.0, < 2.6.1affected>= 2.5.0, < 2.5.2affected< 2.4.4affected
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrqm-fpgr-6hhx ↗
- https://github.com/tensorflow/tensorflow/issues/46889 ↗
- https://github.com/tensorflow/tensorflow/issues/46912 ↗
- https://github.com/tensorflow/tensorflow/commit/1b0e0ec27e7895b9985076eab32445026ae5ca94 ↗
- https://github.com/tensorflow/tensorflow/commit/6d94002a09711d297dbba90390d5482b76113899 ↗