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osvGoogleOSV:PYSEC-2021-730
HistoryMay 14, 2021 - 8:15 p.m.

PYSEC-2021-730

2021-05-1420:15:00
Google
osv.dev
6
tensorflow
tflite
hashtable lookup
vulnerability
fix
2.5.0
cherrypick
commit
2.4.2
2.3.3
2.2.3
2.1.4
supported range
machine learning
open source
platform

EPSS

0

Percentile

12.8%

TensorFlow is an end-to-end open source platform for machine learning. The TFLite implementation of hashtable lookup is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/1a8e885b864c818198a5b2c0cbbeca5a1e833bc8/tensorflow/lite/kernels/hashtable_lookup.cc#L114-L115) An attacker can craft a model such that values’s first dimension 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

Percentile

12.8%

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