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[email protected]CVE-2022-41899

HistoryNov 18, 2022 - 10:15 p.m.

CVE-2022-41899

2022-11-1822:15:19

CWE-20

CWE-617

[email protected]

web.nvd.nist.gov

cve-2022-41899

tensorflow

sdcaoptimizer

machine learning

github commit

patch

nvd

security issue

cherrypick

tensorflow 2.11

2.10.1

2.9.3

2.8.4

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

30.0%

JSON

TensorFlow is an open source platform for machine learning. Inputs dense_features or example_state_data not of rank 2 will trigger a CHECK fail in SdcaOptimizer. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. 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"
      }
    ]
  }
]