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osvGoogleOSV:BIT-TENSORFLOW-2021-29602
HistoryMar 06, 2024 - 11:18 a.m.

BIT-tensorflow-2021-29602

2024-03-0611:18:16
Google
osv.dev
4
tensorflow
tflite
depthwiseconv
vulnerability
division by zero
error
fix
version
supported

6.5 Medium

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

12.3%

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the DepthwiseConv TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/1a8e885b864c818198a5b2c0cbbeca5a1e833bc8/tensorflow/lite/kernels/depthwise_conv.cc#L287-L288). An attacker can craft a model such that input’s fourth 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.

6.5 Medium

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

12.3%

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