CVE-2022-29212
Description
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, certain TFLite models that were created using TFLite model converter would crash when loaded in the TFLite interpreter. The culprit is that during quantization the scale of values could be greater than 1 but code was always assuming sub-unit scaling. Thus, since code was calling QuantizeMultiplierSmallerThanOneExp, the TFLITE_CHECK_LT assertion would trigger and abort the process. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Risk Information
Base Score
5.5
MODERATE
Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
EPSS Score
Exploitation Probability
0.084
Associated Vulnerability
| Vulnerability | OS Platform |
|---|---|
| Multiple vulnerabilities are fixed in Python-tensorflow 2.6.4 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow 2.7.2 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow 2.8.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.6.4 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.7.2 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.8.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.6.4 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.7.2 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.8.1 | Windows |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.6.4 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.7.2 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.8.1 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.6.4 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.7.2 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.8.1 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.6.4 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.7.2 | Linux |
| Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.8.1 | 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