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PYSEC-2021-174

Quick fix

PYSEC-2021-174 — tensorflow: upgrade to the fixed version with the command below.

pip install --upgrade 'tensorflow>=f6c40f0c6cbf00d46c7717a26419f2062f2f8694'

Details

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a heap buffer overflow in `QuantizedResizeBilinear` by passing in invalid thresholds for the quantization. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/50711818d2e61ccce012591eeb4fdf93a8496726/tensorflow/core/kernels/quantized_resize_bilinear_op.cc#L705-L706) assumes that the 2 arguments are always valid scalars and tries to access the numeric value directly. 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: f6c40f0c6cbf00d46c7717a26419f2062f2f8694
Fixpip install --upgrade 'tensorflow>=f6c40f0c6cbf00d46c7717a26419f2062f2f8694'

References