Vulnerability Details : CVE-2022-29209
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 macros that TensorFlow uses for writing assertions (e.g., `CHECK_LT`, `CHECK_GT`, etc.) have an incorrect logic when comparing `size_t` and `int` values. Due to type conversion rules, several of the macros would trigger incorrectly. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Products affected by CVE-2022-29209
- 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-2022-29209
0.10%
Probability of exploitation activity in the next 30 days
EPSS Score History
~ 42 %
Percentile, the proportion of vulnerabilities that are scored at or less
CVSS scores for CVE-2022-29209
| 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-2022-29209
-
The product allocates or initializes a resource such as a pointer, object, or variable using one type, but it later accesses that resource using a type that is incompatible with the original type.Assigned by: security-advisories@github.com (Primary)
References for CVE-2022-29209
-
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4rr-5m7v-wxcw
Type confusion leading to `CHECK`-failure based denial of service · Advisory · tensorflow/tensorflow · GitHubExploit;Patch;Third Party Advisory
-
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
Release TensorFlow 2.6.4 · tensorflow/tensorflow · GitHubRelease Notes;Third Party Advisory
-
https://github.com/tensorflow/tensorflow/pull/55730
Fix `size_t` vs int logic in `CHECK_OP` by awf · Pull Request #55730 · tensorflow/tensorflow · GitHubExploit;Issue Tracking;Patch;Third Party Advisory
-
https://github.com/tensorflow/tensorflow/commit/b917181c29b50cb83399ba41f4d938dc369109a1
Merge pull request #55730 from graphcore:awf/issue-55530 · tensorflow/tensorflow@b917181 · GitHubPatch;Third Party Advisory
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https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/platform/default/logging.h
tensorflow/logging.h at f3b9bf4c3c0597563b289c0512e98d4ce81f886e · tensorflow/tensorflow · GitHubThird Party Advisory
-
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
Release TensorFlow 2.7.2 · tensorflow/tensorflow · GitHubRelease Notes;Third Party Advisory
-
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
Release TensorFlow 2.9.0 · tensorflow/tensorflow · GitHubRelease Notes;Third Party Advisory
-
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
Release TensorFlow 2.8.1 · tensorflow/tensorflow · GitHubRelease Notes;Third Party Advisory
-
https://github.com/tensorflow/tensorflow/issues/55530
Test fail on r2.8: core:__tensorflow_core_lib_math_math_util_test · Issue #55530 · tensorflow/tensorflow · GitHubExploit;Issue Tracking;Third Party Advisory
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