CVE-2025-55559

HIGH

TensorFlow 2.18.0 - Denial of Service via Conv2D Layer Padding

Title source: llm

An issue was discovered TensorFlow v2.18.0. A Denial of Service (DoS) occurs when padding is set to 'valid' in tf.keras.layers.Conv2D.

Core 2

Core References

Third Party Advisory

Exploit, Issue Tracking

CVSS v3 7.5

EPSS 0.0006

EPSS Percentile 19.3%

Attack Vector NETWORK

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H

Vulnrichment

Exploitation poc

Automatable yes

Technical Impact partial

CWE

CWE-400

Status published

Products (1)

google/tensorflow 2.18.0

Published Sep 25, 2025

Tracked Since Feb 18, 2026