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PYSEC-2022-144

Details

Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. 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?

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Affected packages

PyPI / tensorflow-gpu

Introduced in: 0 Fixed in: 1361fb7e29449629e1df94d44e0427ebec8c83c7

Fix pip install --upgrade 'tensorflow-gpu>=1361fb7e29449629e1df94d44e0427ebec8c83c7'

References

https://github.com/tensorflow/tensorflow/commit/1361fb7e29449629e1df94d44e0427ebec8c83c7 [FIX]
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-627q-g293-49q7 [ADVISORY]
https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790 [WEB]