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CVE-2022-29199

20
FAUCET Score

CVE-2022-29199 is a denial-of-service vulnerability affecting Google TensorFlow versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4. The flaw stems from insufficient input validation in the tf.raw_ops.LoadAndRemapMatrix function, leading to a CHECK-failure when an expected vector input is not properly validated. Rated as Medium severity (CVSS 5.5), this vulnerability requires local access and low privileges to exploit, resulting in a high impact on availability. There is no evidence of active exploitation, public exploit code, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.6.4CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
>= 2.7.0, < 2.7.2CPE 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:*:*:*:*:*:*
2.8.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*

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
0.32%
Probability of exploitation in next 30 days
EPSS Percentile
24.1%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0032 is in the 81st percentile among its peer group of 15,940 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.0 Bluesky, 0.0 Mastodon, and 0.1 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 (10)

github_advisorypatch availablevia nvd_reference
View patch
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.7.2
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.8.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.6.4
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.7.2
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.6.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.6.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.7.2
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.8.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.8.1

Vendor Advisories (1)

pipGHSA-p9rc-rmr5-529jmedium

Missing validation causes denial of service via `LoadAndRemapMatrix`

May 24, 2022

References

github.com / tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/load_and_remap_matrix_op.cc
Third Party Advisory
github.com / tensorflow/tensorflow/commit/3150642acbbe254e3c3c5d2232143fa591855ac9
PatchThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.6.4
Release NotesThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.7.2
Release NotesThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.8.1
Release NotesThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.9.0
Release NotesThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-p9rc-rmr5-529j
ExploitPatchThird Party Advisory