Vulnerability Details : CVE-2022-29199
Potential exploit
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.LoadAndRemapMatrix 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 assumes `initializing_values` is a vector but there is no validation for this before accessing its value. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Vulnerability category: Input validationDenial of service
Products affected by CVE-2022-29199
- cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
- 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:rc0:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
Exploit prediction scoring system (EPSS) score for CVE-2022-29199
0.11%
Probability of exploitation activity in the next 30 days
EPSS Score History
~ 30 %
Percentile, the proportion of vulnerabilities that are scored at or less
CVSS scores for CVE-2022-29199
| Base Score | Base Severity | CVSS Vector | Exploitability Score | Impact Score | Score Source | First Seen |
|---|---|---|---|---|---|---|
|
2.1
|
LOW | AV:L/AC:L/Au:N/C:N/I:N/A:P |
3.9
|
2.9
|
NIST | |
|
5.5
|
MEDIUM | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H |
1.8
|
3.6
|
NIST | |
|
5.5
|
MEDIUM | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H |
1.8
|
3.6
|
GitHub, Inc. |
CWE ids for CVE-2022-29199
-
The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.Assigned by: security-advisories@github.com (Primary)
References for CVE-2022-29199
-
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
Release TensorFlow 2.6.4 · tensorflow/tensorflow · GitHubRelease Notes;Third Party Advisory
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https://github.com/tensorflow/tensorflow/commit/3150642acbbe254e3c3c5d2232143fa591855ac9
Fix tf.raw_ops.LoadAndRemapMatrix vulnerability with invalid `row_rem… · tensorflow/tensorflow@3150642 · GitHubPatch;Third Party Advisory
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https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/load_and_remap_matrix_op.cc#L70-L98
tensorflow/load_and_remap_matrix_op.cc at f3b9bf4c3c0597563b289c0512e98d4ce81f886e · tensorflow/tensorflow · GitHubThird Party Advisory
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https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p9rc-rmr5-529j
Missing validation causes denial of service via `LoadAndRemapMatrix` · Advisory · tensorflow/tensorflow · GitHubExploit;Patch;Third Party Advisory
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https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
Release TensorFlow 2.7.2 · tensorflow/tensorflow · GitHubRelease Notes;Third Party Advisory
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https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
Release TensorFlow 2.9.0 · tensorflow/tensorflow · GitHubRelease Notes;Third Party Advisory
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https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
Release TensorFlow 2.8.1 · tensorflow/tensorflow · GitHubRelease Notes;Third Party Advisory
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