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osvGoogleOSV:PYSEC-2021-235
HistoryMay 14, 2021 - 8:15 p.m.

PYSEC-2021-235

2021-05-1420:15:00
Google
osv.dev
8

0.0005 Low

EPSS

Percentile

17.9%

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the SVDF TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/7f283ff806b2031f407db64c4d3edcda8fb9f9f5/tensorflow/lite/kernels/svdf.cc#L99-L102). An attacker can craft a model such that params->rank would be 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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