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PYSEC-2022-109
Quick fix
PYSEC-2022-109 — tensorflow-gpu: upgrade to the fixed version with the command below.
pip install --upgrade 'tensorflow-gpu>=002408c3696b173863228223d535f9de72a101a9'Details
Tensorflow is an Open Source Machine Learning Framework. The implementation of `FractionalAvgPoolGrad` does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap. 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: 002408c3696b173863228223d535f9de72a101a9Fix
pip install --upgrade 'tensorflow-gpu>=002408c3696b173863228223d535f9de72a101a9'References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vjg4-v33c-ggc4[ADVISORY]
- https://github.com/tensorflow/tensorflow/commit/002408c3696b173863228223d535f9de72a101a9[FIX]
- https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_avg_pool_op.cc#L209-L360[WEB]