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GitHub_MCVE-2022-29199

HistoryMay 20, 2022 - 10:16 p.m.

CVE-2022-29199

2022-05-2022:16:40

CWE-20

GitHub_M

web.nvd.nist.gov

tensorflow

machine learning

cve-2022-29199

security vulnerability

denial of service

nvd

patch

CVSS2

2.1

Attack Vector

LOCAL

Attack Complexity

LOW

Authentication

NONE

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

PARTIAL

AV:L/AC:L/Au:N/C:N/I:N/A:P

CVSS3

5.5

Attack Vector

LOCAL

Attack Complexity

LOW

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

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

AI Score

5.6

Confidence

High

EPSS

0.001

Percentile

40.1%

JSON

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, the implementation of tf.raw_ops.LoadAndRemapMatrix does not fully validate the input arguments. This results in a CHECK-failure which can be used to trigger a denial of service attack. The code assumes initializing_values` is a vector but there is no validation for this before accessing its value. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Affected configurations

Nvd

Vulners

Node

googletensorflowRange<2.6.4

googletensorflowRange2.7.0–2.7.2

googletensorflowMatch2.7.0rc0

googletensorflowMatch2.7.0rc1

googletensorflowMatch2.8.0-

googletensorflowMatch2.8.0rc0

googletensorflowMatch2.8.0rc1

googletensorflowMatch2.9.0rc0

googletensorflowMatch2.9.0rc1

VendorProductVersionCPE
googletensorflow*cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
googletensorflow2.7.0cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
googletensorflow2.7.0cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*
googletensorflow2.8.0cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
googletensorflow2.8.0cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*
googletensorflow2.8.0cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
googletensorflow2.9.0cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
googletensorflow2.9.0cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*

Vendor	Product	Version	CPE
google	tensorflow	*	cpe:2.3:a:google:tensorflow::::::::
google	tensorflow	2.7.0	cpe:2.3:a:google:tensorflow:2.7.0:rc0::::::
google	tensorflow	2.7.0	cpe:2.3:a:google:tensorflow:2.7.0:rc1::::::
google	tensorflow	2.8.0	cpe:2.3:a:google:tensorflow:2.8.0:-::::::
google	tensorflow	2.8.0	cpe:2.3:a:google:tensorflow:2.8.0:rc0::::::
google	tensorflow	2.8.0	cpe:2.3:a:google:tensorflow:2.8.0:rc1::::::
google	tensorflow	2.9.0	cpe:2.3:a:google:tensorflow:2.9.0:rc0::::::
google	tensorflow	2.9.0	cpe:2.3:a:google:tensorflow:2.9.0:rc1::::::

CNA Affected

[
  {
    "product": "tensorflow",
    "vendor": "tensorflow",
    "versions": [
      {
        "status": "affected",
        "version": "< 2.6.4"
      },
      {
        "status": "affected",
        "version": ">= 2.7.0rc0, < 2.7.2"
      },
      {
        "status": "affected",
        "version": ">= 2.8.0rc0, < 2.8.1"
      },
      {
        "status": "affected",
        "version": ">= 2.9.0rc0, < 2.9.0"
      }
    ]
  }
]

References

github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/load_and_remap_matrix_op.cc#L70-L98

github.com/tensorflow/tensorflow/commit/3150642acbbe254e3c3c5d2232143fa591855ac9

github.com/tensorflow/tensorflow/releases/tag/v2.6.4

github.com/tensorflow/tensorflow/releases/tag/v2.7.2

github.com/tensorflow/tensorflow/releases/tag/v2.8.1

github.com/tensorflow/tensorflow/releases/tag/v2.9.0

github.com/tensorflow/tensorflow/security/advisories/GHSA-p9rc-rmr5-529j

Social References

CVSS2

2.1

Attack Vector

LOCAL

Attack Complexity

LOW

Authentication

NONE

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

PARTIAL

AV:L/AC:L/Au:N/C:N/I:N/A:P

CVSS3

5.5

Attack Vector

LOCAL

Attack Complexity

LOW

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

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

AI Score

5.6

Confidence

High

EPSS

0.001

Percentile

40.1%

JSON

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