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osvGoogleOSV:CVE-2021-29593
HistoryMay 14, 2021 - 8:15 p.m.

CVE-2021-29593

2021-05-1420:15:15
Google
osv.dev
7
tensorflow
tflite
operator
vulnerability
fix
division by zero
software
machine learning

EPSS

0.001

Percentile

17.8%

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the BatchToSpaceNd TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/b5ed552fe55895aee8bd8b191f744a069957d18d/tensorflow/lite/kernels/batch_to_space_nd.cc#L81-L82). An attacker can craft a model such that one dimension of the block input is 0. Hence, the corresponding value in block_shape is 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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