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osvGoogleOSV:PYSEC-2021-724
HistoryMay 14, 2021 - 8:15 p.m.

PYSEC-2021-724

2021-05-1420:15:00
Google
osv.dev
9
tensorflow
svdf
tflite
vulnerability
fix
versions
2.5.0
2.4.2
2.3.3
2.2.3
2.1.4

EPSS

0.001

Percentile

17.8%

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.

EPSS

0.001

Percentile

17.8%

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