CVE-2022-29212

Severity CVSS v4.0:

Pending analysis

Type:

CWE-20 Input Validation

Publication date:

21/05/2022

Last modified:

03/06/2022

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, certain TFLite models that were created using TFLite model converter would crash when loaded in the TFLite interpreter. The culprit is that during quantization the scale of values could be greater than 1 but code was always assuming sub-unit scaling. Thus, since code was calling `QuantizeMultiplierSmallerThanOneExp`, the `TFLITE_CHECK_LT` assertion would trigger and abort the process. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Impact

Vector 3.x

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H CVSS v3.1 Severity and Metrics:

Base Score: 5.50 MEDIUM
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

Attack Vector (AV): Local
Attack Complexity (AC): Low
Privileges Required (PR): Low
User Interaction (UI): None
Scope (S): Unchanged
Confidentiality (C): None
Integrity (I): None
Availability (A): High

Base Score 3.x

5.50

Severity 3.x

MEDIUM

Vector 2.0

AV:L/AC:L/Au:N/C:N/I:N/A:P CVSS v2.0 Severity and Metrics:

Base Score: 2.10 LOW
Vector: AV:L/AC:L/Au:N/C:N/I:N/A:P

Attack Vector (AV): Local
Attack Complexity (AC): Low
Authentication (Au): None
Confidentiality (C): None
Integrity (I): None
Availability (A): Physical

Base Score 2.0

2.10

Severity 2.0

LOW

Vulnerable products and versions

CPE	From	Up to
cpe:2.3:a:google:tensorflow::::::::		2.6.4 (excluding)
cpe:2.3:a:google:tensorflow::::::::	2.7.0 (including)	2.7.2 (excluding)
cpe:2.3:a:google:tensorflow:2.7.0:rc0::::::
cpe:2.3:a:google:tensorflow:2.7.0:rc1::::::
cpe:2.3:a:google:tensorflow:2.8.0:-::::::
cpe:2.3:a:google:tensorflow:2.8.0:rc0::::::
cpe:2.3:a:google:tensorflow:2.8.0:rc1::::::
cpe:2.3:a:google:tensorflow:2.9.0:rc0::::::
cpe:2.3:a:google:tensorflow:2.9.0:rc1::::::

To consult the complete list of CPE names with products and versions, see this page

CPE	From	Up to
cpe:2.3:a:google:tensorflow::::::::		2.6.4 (excluding)
cpe:2.3:a:google:tensorflow::::::::	2.7.0 (including)	2.7.2 (excluding)
cpe:2.3:a:google:tensorflow:2.7.0:rc0::::::
cpe:2.3:a:google:tensorflow:2.7.0:rc1::::::
cpe:2.3:a:google:tensorflow:2.8.0:-::::::
cpe:2.3:a:google:tensorflow:2.8.0:rc0::::::
cpe:2.3:a:google:tensorflow:2.8.0:rc1::::::
cpe:2.3:a:google:tensorflow:2.9.0:rc0::::::
cpe:2.3:a:google:tensorflow:2.9.0:rc1::::::

CVE-2022-29212

Description

Impact

Vulnerable products and versions

References to Advisories, Solutions, and Tools