Heap-based buffer overflow in TensorFlow - CVE-2021-29540
Published: May 13, 2021 / Updated: May 4, 2026
Vulnerability identifier: #VU129352
CSH Severity: Medium
CVSSv4.0: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N/E:U/U:Green
CVE-ID: CVE-2021-29540
CWE-ID: CWE-122
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 heap buffer overflow.
The vulnerability exists due to heap-based buffer overflow in Conv2DBackpropFilter when processing crafted filter_sizes input. A remote attacker can supply a specially crafted tensor configuration to cause a heap buffer overflow.
The issue occurs because the implementation computes the size of the filter tensor but does not validate that it matches the number of elements in filter_sizes.
Remediation
Install security update from vendor's website.