GitHub Advisoryadvisory · PyPI
GHSA-j5w9-hmfh-4cr6 TensorFlow has segmentation fault in tfg-translate
HIGH
Official page ↗
- Aliases
- CVE-2023-25671
- Ecosystem
- PyPI
- Packages
- tensorflow, tensorflow-cpu
- Severity
- High
- CVSS vector
- CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- Weaknesses
- CWE-787
- Reviewed
- 2023-03-24
Affected packages
• PyPI tensorflow: < 2.11.1 → fixed in 2.11.1
• PyPI tensorflow-cpu: < 2.11.1 → fixed in 2.11.1
Description
Impact
Out-of-bounds access due to mismatched integer type sizes in ValueMap::Manager::GetValueOrCreatePlaceholder. Bug with tfg-translate call to InitMlir. The problem happens with generic functions, as it is already handled for non-generic functions. This is because they, unlike non-generic functions, are using the "old importer". A better long-term solution may be to have the "new importer" handle generic functions.
Patches
We have patched the issue in GitHub
• commit 760322a71ac9033e122ef1f4b1c62813021e5938.
• commit 2eedc8f676d2c3b8be9492e547b2bc814c10b367
The fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1
For more information
Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.
Attribution
This vulnerability has been reported by r3pwnx
Affiliation
360 AIVul
Related
Alias · CVE (1)
- CVE-2023-25671 TensorFlow is an open source platform for machine learning. vulnerability
Weakness · CWE (1)
- CWE-787 Out-of-bounds Write weakness
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j5w9-hmfh-4cr6 web
- https://nvd.nist.gov/vuln/detail/CVE-2023-25671 advisory
- https://github.com/tensorflow/tensorflow/commit/2eedc8f676d2c3b8be9492e547b2bc814c10b367 web
- https://github.com/tensorflow/tensorflow/commit/760322a71ac9033e122ef1f4b1c62813021e5938 web
- https://github.com/tensorflow/tensorflow package