Integer overflow in TensorFlow - CVE-2022-23576
Published: February 2, 2022 / Updated: May 3, 2026
Vulnerability identifier: #VU129155
CSH Severity: Medium
CVSS v4.0: 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-2022-23576
CWE-ID: CWE-190
Exploitation vector: Remote access
Exploit availability:
No public exploit available
Vendor: TensorFlow
Affected software:
TensorFlow
TensorFlow
Detailed vulnerability description
The vulnerability allows a remote attacker to cause a denial of service.
The vulnerability exists due to integer overflow in OpLevelCostEstimator::CalculateOutputSize when processing an operation involving tensors with a large number of elements. A remote attacker can create an operation with sufficiently large tensor dimensions to cause a denial of service.
How to mitigate CVE-2022-23576
Install security update from vendor's website.