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osvGoogleOSV:PYSEC-2021-396
HistoryNov 05, 2021 - 9:15 p.m.

PYSEC-2021-396

2021-11-0521:15:00
Google
osv.dev
8
tensorflow
machine learning
security vulnerability

EPSS

0

Percentile

14.2%

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure is missing validation for invalid file formats. The fixes will be included in TensorFlow 2.7.0. We will also cherrypick these commits 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

14.2%