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PYSEC-2021-164

Quick fix

PYSEC-2021-164 — tensorflow: upgrade to the fixed version with the command below.

pip install --upgrade 'tensorflow>=cfa91be9863a91d5105a3b4941096044ab32036b'

Details

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a division by 0 in `tf.raw_ops.QuantizedConv2D`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/00e9a4d67d76703fa1aee33dac582acf317e0e81/tensorflow/core/kernels/quantized_conv_ops.cc#L257-L259) 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.

Are you affected?

Enter the version of the package you're using.

Affected packages

PyPI/tensorflow
Introduced in: 0Fixed in: cfa91be9863a91d5105a3b4941096044ab32036b
Fixpip install --upgrade 'tensorflow>=cfa91be9863a91d5105a3b4941096044ab32036b'

References