TensorFlow is an open source platform for machine learning. If a list of quantized tensors is assigned to an attribute, the pywrap code fails to parse the tensor and returns a `nullptr`, which is not caught. An example can be seen in `tf.compat.v1.extract_volume_patches` by passing in quantized tensors as input `ksizes`. We have patched the issue in GitHub commit e9e95553e5411834d215e6770c81a83a3d0866ce. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xxcj-rhqg-m46g | Exploit Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/e9e95553e5411834d215e6770c81a83a3d0866ce | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc | Third Party Advisory |
Configurations
Configuration 1 (hide)
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Information
Published : 2022-11-18 14:15
Updated : 2022-11-22 13:29
NVD link : CVE-2022-41889
Mitre link : CVE-2022-41889
JSON object : View
CWE
CWE-476
NULL Pointer Dereference
Products Affected
- tensorflow