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osvGoogleOSV:PYSEC-2022-97
HistoryFeb 04, 2022 - 11:15 p.m.

PYSEC-2022-97

2022-02-0423:15:00
Google
osv.dev
10
tensorflow
vulnerability
denial of service
savedmodel
crash
tensor constructor
fix
backport

EPSS

0.002

Percentile

54.5%

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that Grappler optimizer would attempt to build a tensor using a reference dtype. This would result in a crash due to a CHECK-fail in the Tensor constructor as reference types are not allowed. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

EPSS

0.002

Percentile

54.5%