CVE-2022-23591
Description
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.
Risk Information
Base Score
7.5
MODERATE
Vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
EPSS Score
Exploitation Probability
0.335
Associated Vulnerability
| Vulnerability | OS Platform |
|---|---|
| Multiple vulnerabilities are fixed in Python-tensorflow 2.5.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow 2.6.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow 2.7.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.5.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.6.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.7.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.5.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.6.3 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.7.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.5.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.6.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.7.1 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.5.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.6.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.7.1 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.5.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.6.3 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.7.1 | Linux |
Patch Details
No records foundReferences
https://nvd.nist.gov/vuln/detail/CVE-2023-1234
https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2023-1234