CVE-2023-27579

TensorFlow has Floating Point Exception in TFLite in conv kernel

State: Published
Severity: 7.5 High
Published: Mar 24, 2023
Updated: Feb 19, 2025
Reserved: Mar 4, 2023

Description

TensorFlow is an end-to-end open source platform for machine learning. Constructing a tflite model with a paramater `filter_input_channel` of less than 1 gives a FPE. This issue has been patched in version 2.12. TensorFlow will also cherrypick the fix commit on TensorFlow 2.11.1.

Scores

CVSS	Score	Vector	Source
3.1	7.5 High	CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H	GitHub_M

Weaknesses

CWE-697 Incorrect Comparison

Affected Products

Product	Versions
tensorflowtensorflow	< 2.11.1Affected

References

https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5w96-866f-6rm8
https://github.com/tensorflow/tensorflow/commit/34f8368c535253f5c9cb3a303297743b62442aaa

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