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PYSEC-2022-130
Quick fix
PYSEC-2022-130 — tensorflow-gpu: upgrade to the fixed version with the command below.
pip install --upgrade 'tensorflow-gpu>=97282c6d0d34476b6ba033f961590b783fa184cd'Details
Tensorflow is an Open Source Machine Learning Framework. TensorFlow is vulnerable to a heap OOB write in `Grappler`. The `set_output` function writes to an array at the specified index. Hence, this gives a malicious user a write primitive. 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: 97282c6d0d34476b6ba033f961590b783fa184cdFix
pip install --upgrade 'tensorflow-gpu>=97282c6d0d34476b6ba033f961590b783fa184cd'References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5qw5-89mw-wcg2[ADVISORY]
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.h#L394[WEB]
- https://github.com/tensorflow/tensorflow/commit/97282c6d0d34476b6ba033f961590b783fa184cd[FIX]
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/graph_properties.cc#L1132-L1141[WEB]