Input validation error in TensorFlow - CVE-2021-29573
Published: May 13, 2021 / Updated: May 4, 2026
Vulnerability identifier: #VU129318
CSH Severity: Low
CVSSv4.0: CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N/E:U/U:Clear
CVE-ID: CVE-2021-29573
CWE-ID: CWE-20
Exploitation vector: Local access
Exploit availability:
No public exploit available
Vulnerable software:
TensorFlow
TensorFlow
Software vendor:
TensorFlow
TensorFlow
Description
The vulnerability allows a local user to cause a denial of service.
The vulnerability exists due to improper input validation in tf.raw_ops.MaxPoolGradWithArgmax when processing crafted tensors with a zero batch dimension. A local user can supply crafted input, grad, and argmax tensors to trigger a division by zero and cause a denial of service.
Remediation
Install security update from vendor's website.