CVEvulnerability

CVE-2022-29207

5.5 MEDIUM Published 2022-05-20 Modified 2026-06-17 Official page ↗
Status
Modified
Published
2022-05-20
Last modified
2026-06-17
Assigner
[email protected]
CVSS 3.1 ([email protected])
5.5 MEDIUM — CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CVSS 3.1 ([email protected])
5.5 MEDIUM — CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CVSS 2.0 ([email protected])
2.1 LOW — AV:L/AC:L/Au:N/C:N/I:N/A:P
Weaknesses
CWE-20, CWE-475

Description

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Affected configurations

• google tensorflow (< 2.6.4) • google tensorflow (>= 2.7.0 < 2.7.2) • google tensorflow 2.7.0 • google tensorflow 2.8.0 • google tensorflow 2.9.0

Related

Weakness · CWE (2)

  • CWE-20 Improper Input Validation weakness
  • CWE-475 Undefined Behavior for Input to API weakness

References