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osvGoogleOSV:PYSEC-2021-726
HistoryMay 14, 2021 - 8:15 p.m.

PYSEC-2021-726

2021-05-1420:15:00
Google
osv.dev
7

0.0005 Low

EPSS

Percentile

17.9%

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the OneHot TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/f61c57bd425878be108ec787f4d96390579fb83e/tensorflow/lite/kernels/one_hot.cc#L68-L72). An attacker can craft a model such that at least one of the dimensions of indices would be 0. In turn, the prefix_dim_size value would become 0. 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.

0.0005 Low

EPSS

Percentile

17.9%

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