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osvGoogleOSV:PYSEC-2021-822
HistoryNov 05, 2021 - 9:15 p.m.

PYSEC-2021-822

2021-11-0521:15:00
Google
osv.dev
8
tensorflow
machine learning
shape inference
deserializesparse
null pointer
dereference
serialization
tensor
fix
version 2.7.0
cherrypick
commit
supported range
software

EPSS

0

Percentile

12.8%

TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for DeserializeSparse can trigger a null pointer dereference. This is because the shape inference function assumes that the serialize_sparse tensor is a tensor with positive rank (and having 3 as the last dimension). 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.

EPSS

0

Percentile

12.8%