—
PYSEC-2022-115
Quick fix
PYSEC-2022-115 — tensorflow-gpu: upgrade to the fixed version with the command below.
pip install --upgrade 'tensorflow-gpu>=965b97e4a9650495cda5a8c210ef6684b4b9eceb'Details
Tensorflow is an Open Source Machine Learning Framework. The implementation of `SparseTensorSliceDataset` has an undefined behavior: under certain condition it can be made to dereference a `nullptr` value. The 3 input arguments to `SparseTensorSliceDataset` represent a sparse tensor. However, there are some preconditions that these arguments must satisfy but these are not validated in the implementation. 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: 965b97e4a9650495cda5a8c210ef6684b4b9ecebFix
pip install --upgrade 'tensorflow-gpu>=965b97e4a9650495cda5a8c210ef6684b4b9eceb'References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pfjj-m3jj-9jc9[ADVISORY]
- https://github.com/tensorflow/tensorflow/commit/965b97e4a9650495cda5a8c210ef6684b4b9eceb[FIX]
- https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/sparse_tensor_slice_dataset_op.cc#L227-L292[WEB]