CVE-2022-41885

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Summary

CVECVE-2022-41885
StatePUBLIC
Assigner[email protected]
Source PriorityCVE Program / NVD first with legacy fallback
Published2022-11-18 22:15:00 UTC
Updated2022-11-23 17:44:00 UTC
DescriptionTensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. 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.

Risk And Classification

Problem Types: CWE-131

NVD Known Affected Configurations (CPE 2.3)

TypeVendorProductVersionUpdateEditionLanguage
Application Google Tensorflow All All All All
Application Google Tensorflow 2.10.0 rc0 All All
Application Google Tensorflow 2.10.0 rc1 All All
Application Google Tensorflow 2.10.0 rc2 All All
Application Google Tensorflow 2.10.0 rc3 All All

References

ReferenceSourceLinkTags
Overflow in `FusedResizeAndPadConv2D` · Advisory · tensorflow/tensorflow · GitHub CONFIRM github.com
tensorflow/conv_ops_fused_image_transform.cc at master · tensorflow/tensorflow · GitHub MISC github.com
Fix tensor shape overflow in FusedResizeAndPadConv2D. · tensorflow/tensorflow@d66e1d5 · GitHub MISC github.com
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