Input validation error in TensorFlow - CVE-2020-15194
Published: September 24, 2020 / Updated: May 4, 2026
Vulnerability identifier: #VU129386
CSH Severity: Medium
CVSSv4.0: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N/E:U/U:Green
CVE-ID: CVE-2020-15194
CWE-ID: CWE-20
Exploitation vector: Remote access
Exploit availability:
No public exploit available
Vulnerable software:
TensorFlow
TensorFlow
Software vendor:
TensorFlow
TensorFlow
Description
The vulnerability allows a remote attacker to cause a denial of service.
The vulnerability exists due to improper input validation in SparseFillEmptyRowsGrad when processing a malformed grad_values tensor. A remote attacker can supply a specially crafted input tensor to cause a denial of service.
The issue can trigger an assertion failure in vec in serving installations.
Remediation
Install security update from vendor's website.