CVE-2022-41888

CVSS V2 None CVSS V3 High 7.5

Description

TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. 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.

Overview

CVE ID
CVE-2022-41888

Assigner
security-advisories@github.com

Vulnerability Status
Analyzed

Published Version
2022-11-18T22:15:15

Last Modified Date
2022-11-22T21:28:29

Weakness Enumerations

CWE	URL
CWE-20	http://cwe.mitre.org/data/definitions/20.html

CPE Configuration (Product)

CPE	Vulnerable	Operator	Version Start	Version End
cpe:2.3:a:google:tensorflow::::::::	1	OR		2.8.4
cpe:2.3:a:google:tensorflow::::::::	1	OR	2.9.0	2.9.3
cpe:2.3:a:google:tensorflow::::::::	1	OR	2.10.0	2.10.1

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

References

Reference URL	Reference Tags
https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v

Sources

Source Name	Source URL
NIST	https://nvd.nist.gov/vuln/detail/CVE-2022-41888
MITRE	https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-41888

History

Created	Old Value	New Value	Data Type	Notes
2022-11-18 23:00:11				Added to TrackCVE
2022-12-07 17:53:50	2022-11-18T22:15Z	2022-11-18T22:15:15	CVE Published Date	updated
2022-12-07 17:53:50		2022-11-22T21:28:29	CVE Modified Date	updated
2022-12-07 17:53:50		Analyzed	Vulnerability Status	updated
2022-12-07 17:53:52			CPE Information	updated