CVE-2025-55559 Details
Description
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.
A denial-of-service vulnerability has been identified in TensorFlow version 2.18.0. The issue arises in the `tf.keras.layers.Conv2D` component when the padding is set to 'valid'. This configuration leads to a runtime error, as the layer receives a negative dimension size, causing a system crash.
Metrics
CVSS 4.0 Severity and Vector Strings:
No CVSS 4.0 data is available for this CVE.
CVSS 3.x Severity and Vector Strings:
No data available for CVSS Version 2.0 on this CVE.
CISA-ADP
Assessed Sep 29, 2025References to Advisories, Solutions, and Tools
By selecting these links, you will be leaving this site. These are references gathered from the official CVE record and are not endorsed by Volerion.
| URL | Source(s) | Tag(s) |
|---|---|---|
| https://github.com/tensorflow/tensorflow/issues/84205 | CISA-ADP | ExploitIssue Tracking |
| https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc | [email protected] | Third Party Advisory |
| https://github.com/tensorflow/tensorflow/issues/84205 | [email protected] | ExploitIssue Tracking |
Weakness Enumeration
| CWE-ID | CWE Name | Source |
|---|---|---|
| CWE-400 | Uncontrolled Resource Consumption | CISA-ADP |
Affected Products
| Product | Versions |
|---|---|
| google tensorflow | 2.18.0 |
CPE
Remediation
| |
Change History
5 change records found show changes
| Date | Action | Recorded By |
|---|---|---|
| Jun 17, 2026 | CVE Modified | [email protected] |
| Jun 17, 2026 | CVE Modified | CISA-ADP |
| Oct 3, 2025 | Initial Analysis | [email protected] |
| Sep 29, 2025 | CVE Modified | CISA-ADP |
| Sep 25, 2025 | New CVE Received | [email protected] |