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PYSEC-2022-114

Quick fix

PYSEC-2022-114 — tensorflow-gpu: upgrade to the fixed version with the command below.

pip install --upgrade 'tensorflow-gpu>=ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb'

Details

Tensorflow is an Open Source Machine Learning Framework. The implementation of `FractionalMaxPool` can be made to crash a TensorFlow process via a division by 0. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, 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-gpu

Introduced in: 0Fixed in: ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb

Fixpip install --upgrade 'tensorflow-gpu>=ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb'

References

https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_max_pool_op.cc#L36-L192[WEB]
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-87v6-crgm-2gfj[ADVISORY]
https://github.com/tensorflow/tensorflow/commit/ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb[FIX]