CVE-2022-23558
Description
Tensorflow 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 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
0.39
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