CVE-2022-36026
CVSS V2 None
CVSS V3 High 7.5
Description
TensorFlow is an open source platform for machine learning. If `QuantizeAndDequantizeV3` is given a nonscalar `num_bits` input tensor, it results in a `CHECK` fail that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit f3f9cb38ecfe5a8a703f2c4a8fead434ef291713. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.
Overview
- CVE ID
- CVE-2022-36026
- Assigner
- security-advisories@github.com
- Vulnerability Status
- Analyzed
- Published Version
- 2022-09-16T22:15:11
- Last Modified Date
- 2022-09-20T14:55:34
Weakness Enumerations
CPE Configuration (Product)
CPE | Vulnerable | Operator | Version Start | Version End |
---|---|---|---|---|
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* | 1 | OR | 2.7.2 | |
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* | 1 | OR | 2.8.0 | 2.8.1 |
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* | 1 | OR | 2.9.0 | 2.9.1 |
cpe:2.3:a:google:tensorflow:2.10:rc0:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.10:rc1:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.10:rc2:*:*:*:*:*:* | 1 | OR | ||
cpe:2.3:a:google:tensorflow:2.10:rc3:*:*:*:*:*:* | 1 | OR |
CVSS Version 3
- Version
- 3.1
- Vector String
- CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- Attack Vector
- NETWORK
- Attack Compatibility
- LOW
- Privileges Required
- NONE
- User Interaction
- NONE
- Scope
- UNCHANGED
- Confidentiality Impact
- NONE
- Availability Impact
- HIGH
- Base Score
- 7.5
- Base Severity
- HIGH
- Exploitability Score
- 3.9
- Impact Score
- 3.6
Sources
Source Name | Source URL |
---|---|
NIST | https://nvd.nist.gov/vuln/detail/CVE-2022-36026 |
MITRE | https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-36026 |
History
Created | Old Value | New Value | Data Type | Notes |
---|---|---|---|---|
2022-09-16 23:00:06 | Added to TrackCVE |