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osvGoogleOSV:PYSEC-2021-652
HistoryMay 14, 2021 - 8:15 p.m.

PYSEC-2021-652

2021-05-1420:15:00
Google
osv.dev
9
tensorflow
machine learning
security issue
conv2d
division by 0
fix
version 2.5.0
backport

EPSS

0

Percentile

12.8%

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a division by 0 in tf.raw_ops.Conv2D. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/988087bd83f144af14087fe4fecee2d250d93737/tensorflow/core/kernels/conv_ops.cc#L261-L263) does a division by a quantity that is controlled by the caller. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.

EPSS

0

Percentile

12.8%