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CVE-2021-41214

25
FAUCET Score

CVE-2021-41214 is a high-severity vulnerability affecting Google TensorFlow versions prior to 2.7.0, 2.6.1, 2.5.2, and 2.4.4. It stems from undefined behavior in the `tf.ragged.cross` shape inference code, specifically binding a reference to a null pointer (CWE-824). With a CVSS score of 7.8, a successful exploit could lead to high confidentiality, integrity, and availability impacts, requiring local access and low privileges. There is currently no evidence of active exploitation, public exploit code, or significant community discussion surrounding this vulnerability.

Impacted Technologies

VendorProductVersion(s)CPE
< 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:*:*:*:*:*:*:*:*
2.6.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.6.0:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

7.8HIGH

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

Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
1.8
Impact Score
5.9
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.21%
Probability of exploitation in next 30 days
EPSS Percentile
11.4%
Percentile rank of EPSS score among Peer Group
As of 2026-07-28
Model: v2026.06.15
This CVE's current EPSS score of 0.0021 is in the 39th 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-vwhq-49r4-gj9vhigh

Reference binding to `nullptr` in `tf.ragged.cross`

Nov 10, 2021

References

github.com / tensorflow/tensorflow/commit/fa6b7782fbb14aa08d767bc799c531f5e1fb3bb8
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-vwhq-49r4-gj9v
ExploitPatchThird Party Advisory