Denial of Service in TensorFlow - Conv2D Layer Padding Issue
CVE-2025-55559

7.5HIGH

Key Information:

Vendor

Google
Status
TensorFlow
Vendor
CVE Published:
25 September 2025

What is CVE-2025-55559?

A vulnerability has been identified in TensorFlow v2.18.0 that leads to a Denial of Service condition when the Conv2D layer is configured with 'valid' padding. This misconfiguration can lead to resource exhaustion, preventing the model from functioning correctly and impacting applications relying on TensorFlow for processing.

References

https://github.com/tensorflow/tensorflow/issues/84205
https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14...

CVSS V3.1

Score:
7.5
Severity:
HIGH
Confidentiality:
None
Integrity:
None
Availability:
None
Attack Vector:
Network
Attack Complexity:
Low
Privileges Required:
None
User Interaction:
None
Scope:
Unchanged

Timeline

  • Vulnerability published

  • Vulnerability Reserved

JSON
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