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osvGoogleOSV:PYSEC-2021-226
HistoryMay 14, 2021 - 8:15 p.m.

PYSEC-2021-226

2021-05-1420:15:00
Google
osv.dev
10
tensorflow
tflite
vulnerability
division by zero
fix
version 2.5.0
cherrypick
commit
supported range

EPSS

0.001

Percentile

17.8%

TensorFlow is an end-to-end open source platform for machine learning. The reference implementation of the GatherNd TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/reference_ops.h#L966). An attacker can craft a model such that params input would be an empty tensor. In turn, params_shape.Dims(.) would be zero, in at least one dimension. 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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