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CVE-2022-41899

24
FAUCET Score

CVE-2022-41899 is a denial-of-service vulnerability affecting TensorFlow, an open-source machine learning platform. Specifically, providing inputs of incorrect rank to the SdcaOptimizer component can trigger a CHECK fail, leading to program termination. This vulnerability carries a CVSS v3.1 score of 7.5 (HIGH), indicating that it can be exploited remotely with low attack complexity, requiring no user interaction, and resulting in high availability impact. There is no impact on confidentiality or integrity. Currently, there is no evidence of active exploitation, public exploit code (e.g., Metasploit, Nuclei, ExploitDB), or significant community discussion surrounding this CVE. Patches have been released in TensorFlow 2.11 and backported to versions 2.10.1, 2.9.3, and 2.8.4.

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:*:*:*:*:*:*:*:*
2.10.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.10.0:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

4.8MEDIUM

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

Attack Vector
NETWORK
Attack Complexity
HIGH
Privileges Required
LOW
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
NONE
Integrity Impact
NONE
Availability Impact
HIGH
Exploitability Score
1.2
Impact Score
3.6
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.44%
Probability of exploitation in next 30 days
EPSS Percentile
36.0%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0044 is in the 15th percentile among its peer group of 51,553 CVEs.

Social Chatter

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: CBL Mariner 2.0 x64Fixed in: 2.11.0-1
microsoftpatch availablevia msrc
Product: CBL Mariner 2.0 ARMFixed 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
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-2022-41899

CVE-2022-41899

Dec 13, 2022
pipGHSA-27rc-728f-x5w2medium

`CHECK` fail via inputs in `SdcaOptimizer`

Nov 21, 2022
microsoft2022-Nov/CVE-2022-41899Important

`CHECK` fail via inputs in `SdcaOptimizer` in Tensorflow

Nov 8, 2022

References

github.com / tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc
Third Party Advisory
github.com / tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
ExploitPatchThird Party Advisory