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CVE-2022-41889

19
FAUCET Score

CVE-2022-41889 is a denial-of-service vulnerability affecting TensorFlow, an open-source machine learning platform. It arises when assigning a list of quantized tensors to an attribute, causing the pywrap code to return an unhandled nullptr. With a CVSS score of 7.5 (High), this vulnerability can be exploited remotely without authentication, leading to a complete denial of service. There is currently no evidence of active exploitation, public exploit code, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.8.4CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
>= 2.9.0, < 2.9.3CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
>= 2.10.0, < 2.10.1CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

5.5MEDIUM

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

Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
NONE
Integrity Impact
NONE
Availability Impact
HIGH
Exploitability Score
1.8
Impact Score
3.6
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.40%
Probability of exploitation in next 30 days
EPSS Percentile
33.0%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0040 is in the 12th percentile among its peer group of 51,551 CVEs.

Social Chatter

No social media mentions found for this CVE.

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.1 Bluesky, 0.1 Mastodon, and 0.4 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.1 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (14)

github_advisorypatch availablevia nvd_reference
View patch
microsoftpatch availablevia msrc
Product: 19510-16823Fixed in: 2.11.0-1
microsoftpatch availablevia msrc
Product: cbl2 tensorflow 2.11.0-1 on CBL Mariner 2.0Fixed in: 2.11.0-1
microsoftpatch availablevia msrc
Product: CBL Mariner 2.0 x64Fixed in: 2.11.0-1
microsoftpatch availablevia msrc
Product: CBL Mariner 2.0 ARMFixed in: 2.11.0-1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.9.3
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.9.3
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.8.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.10.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.10.1
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.9.3
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.10.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.8.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.8.4

Vendor Advisories (3)

microsoft2022-Dec/CVE-2022-41889

CVE-2022-41889

Dec 13, 2022
pipGHSA-xxcj-rhqg-m46gmedium

Segfault via invalid attributes in `pywrap_tfe_src.cc`

Nov 21, 2022
microsoft2022-Nov/CVE-2022-41889Important

Segfault via invalid attributes in `pywrap_tfe_src.cc` in Tensorflow

Nov 8, 2022

References

github.com / tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc
Third Party Advisory
github.com / tensorflow/tensorflow/commit/e9e95553e5411834d215e6770c81a83a3d0866ce
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-xxcj-rhqg-m46g
ExploitPatchThird Party Advisory