CVE-2022-29212
CVSS V2 Low 2.1
CVSS V3 Medium 5.5
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.
Overview
- CVE ID
- CVE-2022-29212
- Assigner
- security-advisories@github.com
- Vulnerability Status
- Analyzed
- Published Version
- 2022-05-21T00:15:11
- Last Modified Date
- 2022-06-03T15:16:54
Weakness Enumerations
CPE Configuration (Product)
CPE | Vulnerable | Operator | Version Start | Version End |
---|---|---|---|---|
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* | 1 | OR | 2.6.4 | |
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* | 1 | OR | 2.7.0 | 2.7.2 |
cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:* | 1 | OR |
CVSS Version 2
- Version
- 2.0
- Vector String
- AV:L/AC:L/Au:N/C:N/I:N/A:P
- Access Vector
- LOCAL
- Access Compatibility
- LOW
- Authentication
- NONE
- Confidentiality Impact
- NONE
- Integrity Impact
- NONE
- Availability Impact
- PARTIAL
- Base Score
- 2.1
- Severity
- LOW
- Exploitability Score
- 3.9
- Impact Score
- 2.9
CVSS Version 3
- Version
- 3.1
- Vector String
- CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
- Attack Vector
- LOCAL
- Attack Compatibility
- LOW
- Privileges Required
- LOW
- User Interaction
- NONE
- Scope
- UNCHANGED
- Confidentiality Impact
- NONE
- Availability Impact
- HIGH
- Base Score
- 5.5
- Base Severity
- MEDIUM
- Exploitability Score
- 1.8
- Impact Score
- 3.6
References
Sources
Source Name | Source URL |
---|---|
NIST | https://nvd.nist.gov/vuln/detail/CVE-2022-29212 |
MITRE | https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29212 |
History
Created | Old Value | New Value | Data Type | Notes |
---|---|---|---|---|
2022-05-21 01:00:18 | Added to TrackCVE |