CVE-2022-23560
Description
Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in the conversion from sparse tensors to dense tensors. The fix is 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. Users are advised to upgrade as soon as possible.
Risk Information
Base Score
8.8
MODERATE
Vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
EPSS Score
Exploitation Probability
0.296
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