CVE-2022-29196
Severity CVSS v4.0:
Pending analysis
Type:
Unavailable / Other
Publication date:
20/05/2022
Last modified:
21/07/2023
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, the implementation of `tf.raw_ops.Conv3DBackpropFilterV2` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. The code does not validate that the `filter_sizes` argument is a vector. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Impact
Base Score 3.x
5.50
Severity 3.x
MEDIUM
Base Score 2.0
2.10
Severity 2.0
LOW
Vulnerable products and versions
| CPE | From | Up to |
|---|---|---|
| cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* | 2.6.4 (excluding) | |
| cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* | 2.7.0 (including) | 2.7.2 (excluding) |
| cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:* | ||
| cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:* | ||
| cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:* | ||
| cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:* | ||
| cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:* | ||
| cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:* | ||
| cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:* |
To consult the complete list of CPE names with products and versions, see this page
References to Advisories, Solutions, and Tools
- https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/conv_grad_ops_3d.cc
- https://github.com/tensorflow/tensorflow/commit/174c5096f303d5be7ed2ca2662b08371bff4ab88
- https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
- https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
- https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
- https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5v77-j66x-4c4g