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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/sparse_tensor_slice_dataset_op.cc#L227-L292 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/965b97e4a9650495cda5a8c210ef6684b4b9eceb | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pfjj-m3jj-9jc9 | Patch Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2022-02-03T12:08:03
Updated: 2022-02-03T12:08:03
Reserved: 2021-11-16T00:00:00
Link: CVE-2022-21736
JSON object: View
NVD Information
Status : Analyzed
Published: 2022-02-03T12:15:08.060
Modified: 2022-02-09T03:19:20.673
Link: CVE-2022-21736
JSON object: View
Redhat Information
No data.
CWE