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CVE-2021-41206

25
FAUCET Score

CVE-2021-41206 is a high-severity vulnerability affecting Google TensorFlow versions 2.4.4, 2.5.2, and 2.6.1. It stems from missing shape validation in several TensorFlow operations, which can lead to undefined behavior, crashes, and potentially memory corruption. The vulnerability has a CVSS score of 7.8, indicating a high impact with potential for full confidentiality, integrity, and availability compromise, though it requires local access and low privileges. There is currently no public exploit code available, nor is there evidence of active exploitation or significant community discussion.

Impacted Technologies

VendorProductVersion(s)CPE
>= 2.4.0, < 2.4.4CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
>= 2.5.0, < 2.5.2CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
>= 2.6.0, < 2.6.1CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
2.7.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
2.7.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

7.0HIGH

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

Attack Vector
LOCAL
Attack Complexity
HIGH
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
1.0
Impact Score
5.9
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.17%
Probability of exploitation in next 30 days
EPSS Percentile
7.2%
Percentile rank of EPSS score among Peer Group
As of 2026-07-28
Model: v2026.06.15
This CVE's current EPSS score of 0.0017 is in the 29th percentile among its peer group of 17,070 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.2 Bluesky, 0.1 Mastodon, and 0.2 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (10)

github_advisorypatch availablevia nvd_reference
View patch
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.6.1
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.5.2
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.4.4
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.6.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.5.2
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.4.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.6.1
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.5.2
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.4.4

Vendor Advisories (1)

pipGHSA-pgcq-h79j-2f69high

Incomplete validation of shapes in multiple TF ops

Nov 10, 2021

References

github.com / tensorflow/tensorflow/commit/4d74d8a00b07441cba090a02e0dd9ed385145bf4
PatchThird Party Advisory
github.com / tensorflow/tensorflow/commit/4dddb2fd0b01cdd196101afbba6518658a2c9e07
PatchThird Party Advisory
github.com / tensorflow/tensorflow/commit/579261dcd446385831fe4f7457d802a59685121d
PatchThird Party Advisory
github.com / tensorflow/tensorflow/commit/68422b215e618df5ad375bcdc6d2052e9fd3080a
PatchThird Party Advisory
github.com / tensorflow/tensorflow/commit/da4aad5946be30e5f049920fa076e1f7ef021261
PatchThird Party Advisory
github.com / tensorflow/tensorflow/commit/e7f497570abb6b4ae5af4970620cd880e4c0c904
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-pgcq-h79j-2f69
Third Party Advisory