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 |
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 |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:45
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 4.0
v3 : 7.6 |
References | () https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/sparse_tensor_slice_dataset_op.cc#L227-L292 - Exploit, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/965b97e4a9650495cda5a8c210ef6684b4b9eceb - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pfjj-m3jj-9jc9 - Patch, Third Party Advisory |
Information
Published : 2022-02-03 12:15
Updated : 2024-11-21 06:45
NVD link : CVE-2022-21736
Mitre link : CVE-2022-21736
CVE.ORG link : CVE-2022-21736
JSON object : View
Products Affected
- tensorflow
CWE
CWE-476
NULL Pointer Dereference