Resource exhaustion in Google Tensorflow

CVE-2025-55559

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.

Vulnerability class: DoS (Denial of Service)

EPSS: 0.002 (10.5th percentile) — read the EPSS interpretation.

CVSS v3 metric

CVSS v3 base score 7.5 (High). Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H.

Affected products

Weakness classification (CWE)

Public proof-of-concept exploits

References

Frequently asked questions

What is CVE-2025-55559?
CVE-2025-55559 is a high-severity vulnerability in Google Tensorflow, classified under Uncontrolled Resource Consumption. CVSS score: 7.5/10. Published 2025-09-25.
How severe is CVE-2025-55559?
High severity. CVSS v3 base score is 7.5 out of 10.
Is CVE-2025-55559 known to be exploited?
1 public proof-of-concept repositories are indexed. Not currently listed in the CISA KEV catalog.