VDB
KO

PYSEC-2021-395

Details

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.

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Affected packages

PyPI / tensorflow
Introduced in: 0 Fixed in: 1b0e0ec27e7895b9985076eab32445026ae5ca94
Fix pip install --upgrade 'tensorflow>=1b0e0ec27e7895b9985076eab32445026ae5ca94'

References