CVE-2022-23591

Tensorflow is an Open Source Machine Learning Framework. The `GraphDef` format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a `GraphDef` containing a fragment such as the following can be consumed when loading a `SavedModel`. This would result in a stack overflow during execution as resolving each `NodeDef` means resolving the function itself and its nodes. 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.
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*

History

21 Nov 2024, 06:48

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/commit/448a16182065bd08a202d9057dd8ca541e67996c - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/448a16182065bd08a202d9057dd8ca541e67996c - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-247x-2f9f-5wp7 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-247x-2f9f-5wp7 - Patch, Third Party Advisory

27 Jun 2023, 02:40

Type Values Removed Values Added
CWE CWE-400 CWE-674

Information

Published : 2022-02-04 23:15

Updated : 2024-11-21 06:48


NVD link : CVE-2022-23591

Mitre link : CVE-2022-23591

CVE.ORG link : CVE-2022-23591


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-400

Uncontrolled Resource Consumption

CWE-674

Uncontrolled Recursion