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osvGoogleOSV:PYSEC-2022-91
HistoryFeb 04, 2022 - 11:15 p.m.

PYSEC-2022-91

2022-02-0423:15:00
Google
osv.dev
14
tensorflow
denial of service
savedmodel
check failures
tensorbytesize
tensorshape
constructor
cherrypick
2.8.0
2.7.1
2.6.3
2.5.3

EPSS

0.002

Percentile

51.9%

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that TensorByteSize would trigger CHECK failures. TensorShape constructor throws a CHECK-fail if shape is partial or has a number of elements that would overflow the size of an int. The PartialTensorShape constructor instead does not cause a CHECK-abort if the shape is partial, which is exactly what this function needs to be able to return -1. 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

51.9%