PT-2025-39417 · Google · Tensorflow
CVE-2025-55559
·
Published
2025-01-06
·
Updated
2025-10-05
CVSS v2.0
7.8
High
| Vector | AV:N/AC:L/Au:N/C:N/I:N/A:C |
Name of the Vulnerable Software and Affected Versions
TensorFlow version 2.18.0
Description
A Denial of Service (DoS) issue exists in TensorFlow. Specifically, the problem occurs within the
tf.keras.layers.Conv2D layer when the padding parameter is set to 'valid'. This configuration can lead to a denial of service condition.Recommendations
Avoid setting the
padding parameter to 'valid' in tf.keras.layers.Conv2D to mitigate the risk.Exploit
Fix
DoS
Resource Exhaustion
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Weakness Enumeration
Related Identifiers
Affected Products
Tensorflow