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osvGoogleOSV:PYSEC-2021-150
HistoryMay 14, 2021 - 8:15 p.m.

PYSEC-2021-150

2021-05-1420:15:00
Google
osv.dev
10
tensorflow
type confusion
vulnerability
fix
non-numeric tensors
python
c++ array
supported versions

EPSS

0.001

Percentile

17.8%

TensorFlow is an end-to-end open source platform for machine learning. Calling TF operations with tensors of non-numeric types when the operations expect numeric tensors result in null pointer dereferences. The conversion from Python array to C++ array(https://github.com/tensorflow/tensorflow/blob/ff70c47a396ef1e3cb73c90513da4f5cb71bebba/tensorflow/python/lib/core/ndarray_tensor.cc#L113-L169) is vulnerable to a type confusion. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.

EPSS

0.001

Percentile

17.8%