CVE-2022-41907

2022-11-1822:15:21

CWE-131

[email protected]

web.nvd.nist.gov

tensorflow

machine learning

size overflow

patch

github

commit

nvd

cve-2022-41907

tensorflow 2.11

cherrypick

supported range

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.ResizeNearestNeighborGrad is given a large size input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. 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 tensorflowlt2.10.1

CPE	Name	Operator	Version
google:tensorflow	google tensorflow	lt	2.8.4
google:tensorflow	google tensorflow	lt	2.9.3
google:tensorflow	google tensorflow	lt	2.10.1

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"
      }
    ]
  }
]