TensorFlow is an Open Source Machine Learning Framework. In versions prior to 2.11.1 a malicious invalid input crashes a tensorflow model (Check Failed) and can be used to trigger a denial of service attack. A proof of concept can be constructed with the `Convolution3DTranspose` function. This Convolution3DTranspose layer is a very common API in modern neural networks. The ML models containing such vulnerable components could be deployed in ML applications or as cloud services. This failure could be potentially used to trigger a denial of service attack on ML cloud services. An attacker must have privilege to provide input to a `Convolution3DTranspose` call. This issue has been patched and users are advised to upgrade to version 2.11.1. There are no known workarounds for this vulnerability.
Metrics
Affected Vendors & Products
References
History
Wed, 19 Feb 2025 16:15:00 +0000
Type | Values Removed | Values Added |
---|---|---|
Metrics |
ssvc
|

Status: PUBLISHED
Assigner: GitHub_M
Published:
Updated: 2025-02-19T15:26:33.556Z
Reserved: 2023-02-09T20:58:21.857Z
Link: CVE-2023-25661

Updated: 2024-08-02T11:25:19.429Z

Status : Modified
Published: 2023-03-27T20:15:09.417
Modified: 2024-11-21T07:49:53.560
Link: CVE-2023-25661

No data.