—
PYSEC-2022-132
Details
Tensorflow is an Open Source Machine Learning Framework. The implementation of `AddManySparseToTensorsMap` is vulnerable to an integer overflow which results in a `CHECK`-fail when building new `TensorShape` objects (so, an assert failure based denial of service). We are missing some validation on the shapes of the input tensors as well as directly constructing a large `TensorShape` with user-provided dimensions. 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:
0 Fixed in: b51b82fe65ebace4475e3c54eb089c18a4403f1c Fix
pip install --upgrade 'tensorflow-gpu>=b51b82fe65ebace4475e3c54eb089c18a4403f1c' References
- https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_tensors_map_ops.cc [WEB]
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6445-fm66-fvq2 [ADVISORY]
- https://github.com/tensorflow/tensorflow/commit/b51b82fe65ebace4475e3c54eb089c18a4403f1c [FIX]
- https://github.com/tensorflow/tensorflow/commit/a68f68061e263a88321c104a6c911fe5598050a8 [FIX]