CVE-2022-23558

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Summary

CVECVE-2022-23558
StatePUBLIC
Assigner[email protected]
Source PriorityCVE Program / NVD first with legacy fallback
Published2022-02-04 23:15:00 UTC
Updated2022-02-09 18:50:00 UTC
DescriptionTensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in `TfLiteIntArrayCreate`. The `TfLiteIntArrayGetSizeInBytes` returns an `int` instead of a `size_t. An attacker can control model inputs such that `computed_size` overflows the size of `int` datatype. 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.

Risk And Classification

Problem Types: CWE-190

NVD Known Affected Configurations (CPE 2.3)

TypeVendorProductVersionUpdateEditionLanguage
Application Google Tensorflow 2.7.0 All All All
Application Google Tensorflow All All All All
Application Google Tensorflow All All All All

References

ReferenceSourceLinkTags
tensorflow/common.c at ca6f96b62ad84207fbec580404eaa7dd7403a550 · tensorflow/tensorflow · GitHub MISC github.com
tensorflow/common.c at ca6f96b62ad84207fbec580404eaa7dd7403a550 · tensorflow/tensorflow · GitHub MISC github.com
Integer overflow in TFLite array creation · Advisory · tensorflow/tensorflow · GitHub CONFIRM github.com
[lite] Update TfLiteIntArrayCreate to return size_t · tensorflow/tensorflow@a1e1511 · GitHub MISC github.com
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