CVE-2021-29603

Description

TensorFlow is an end-to-end open source platform for machine learning. A specially crafted TFLite model could trigger an OOB write on heap in the TFLite implementation of ArgMin/ArgMax(https://github.com/tensorflow/tensorflow/blob/102b211d892f3abc14f845a72047809b39cc65ab/tensorflow/lite/kernels/arg_min_max.cc#L52-L59). If axis_value is not a value between 0 and NumDimensions(input), then the condition in the if is never true, so code writes past the last valid element of output_dims->data. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.

Risk Information

Base Score

7.8

MODERATE

Vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

EPSS Score

Exploitation Probability

0.017

Associated Vulnerability

Vulnerability	OS Platform
Multiple vulnerabilities are fixed in Python-tensorflow 2.3.3	Windows
Multiple vulnerabilities are fixed in Python-tensorflow 2.4.2	Windows
Multiple vulnerabilities are fixed in Python-tensorflow 2.1.4	Windows
Multiple vulnerabilities are fixed in Python-tensorflow 2.2.3	Windows
Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.3.3	Windows
Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.4.2	Windows
Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.1.4	Windows
Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.2.3	Windows
Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.3.3	Windows
Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.4.2	Windows
Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.1.4	Windows
Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.2.3	Windows
Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.3.3	Linux
Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.4.2	Linux
Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.1.4	Linux
Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.2.3	Linux
Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.3.3	Linux
Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.4.2	Linux
Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.1.4	Linux
Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.2.3	Linux
Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.3.3	Linux
Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.4.2	Linux
Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.1.4	Linux
Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.2.3	Linux

Patch Details

No records found

References

https://nvd.nist.gov/vuln/detail/CVE-2023-1234
https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2023-1234