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osvGoogleOSV:PYSEC-2021-828
HistoryNov 05, 2021 - 11:15 p.m.

PYSEC-2021-828

2021-11-0523:15:00
Google
osv.dev
12
tensorflow
machine learning
security vulnerability

EPSS

0.001

Percentile

17.8%

TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for the Cudnn* operations in TensorFlow can be tricked into accessing invalid memory, via a heap buffer overflow. This occurs because the ranks of the input, input_h and input_c parameters are not validated, but code assumes they have certain values. 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

0.001

Percentile

17.8%

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