CVE-2022-41886

2022-11-1822:15:14

CWE-131

[email protected]

web.nvd.nist.gov

tensorflow

machine learning

security

vulnerability

cve-2022-41886

patch

github

nvd

7.5 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H

0.001 Low

EPSS

Percentile

43.6%

JSON

TensorFlow is an open source platform for machine learning. When tf.raw_ops.ImageProjectiveTransformV2 is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

Affected configurations

Vulners

NVD

Node

tensorflowtensorflowRange2.10.0–2.10.1

tensorflowtensorflowRange2.9.0–2.9.3

tensorflowtensorflowRange<2.8.4

CPENameOperatorVersion
google:tensorflowgoogle tensorflowlt2.8.4
google:tensorflowgoogle tensorflowlt2.9.3
google:tensorflowgoogle tensorfloweq2.10.0

CPE	Name	Operator	Version
google:tensorflow	google tensorflow	lt	2.8.4
google:tensorflow	google tensorflow	lt	2.9.3
google:tensorflow	google tensorflow	eq	2.10.0

CNA Affected

[
  {
    "vendor": "tensorflow",
    "product": "tensorflow",
    "versions": [
      {
        "version": ">= 2.10.0, < 2.10.1",
        "status": "affected"
      },
      {
        "version": ">= 2.9.0, < 2.9.3",
        "status": "affected"
      },
      {
        "version": "< 2.8.4",
        "status": "affected"
      }
    ]
  }
]