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CVE-2021-37685

Description

TensorFlow is an end-to-end open source platform for machine learning. In affected versions TFLites [expand_dims.cc](https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/lite/kernels/expand_dims.cc#L36-L50) contains a vulnerability which allows reading one element outside of bounds of heap allocated data. If axis is a large negative value (e.g., -100000), then after the first if it would still be negative. The check following the if statement will pass and the for loop would read one element before the start of input_dims.data (when i = 0). We have patched the issue in GitHub commit d94ffe08a65400f898241c0374e9edc6fa8ed257. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.

Risk Information

Base Score
5.5
MODERATE
Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
EPSS Score
Exploitation Probability
0.04

Associated Vulnerability

VulnerabilityOS Platform
Multiple vulnerabilities are fixed in Python-tensorflow 2.3.4Windows
Multiple vulnerabilities are fixed in Python-tensorflow 2.4.3Windows
Multiple vulnerabilities are fixed in Python-tensorflow 2.5.1Windows
Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.3.4Windows
Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.4.3Windows
Multiple vulnerabilities are fixed in Python-tensorflow-cpu 2.5.1Windows
Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.3.4Windows
Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.4.3Windows
Multiple vulnerabilities are fixed in Python-tensorflow-gpu 2.5.1Windows
Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.3.4Linux
Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.4.3Linux
Multiple vulnerabilities are fixed in Python-tensorflow for linux 2.5.1Linux
Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.3.4Linux
Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.4.3Linux
Multiple vulnerabilities are fixed in Python-tensorflow-cpu for linux 2.5.1Linux
Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.3.4Linux
Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.4.3Linux
Multiple vulnerabilities are fixed in Python-tensorflow-gpu for linux 2.5.1Linux

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