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osvGoogleOSV:PYSEC-2021-654
HistoryMay 14, 2021 - 8:15 p.m.

PYSEC-2021-654

2021-05-1420:15:00
Google
osv.dev
12
tensorflow
machine learning
vulnerability
division by 0
fix
cherrypick
2.5.0
2.4.2
2.3.3

EPSS

0

Percentile

12.8%

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a division by 0 in tf.raw_ops.QuantizedMul. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/55900e961ed4a23b438392024912154a2c2f5e85/tensorflow/core/kernels/quantized_mul_op.cc#L188-L198) does a division by a quantity that is controlled by the caller. 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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