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CVE-2022-29202

21
FAUCET Score

CVE-2022-29202 is a denial-of-service vulnerability in TensorFlow, affecting versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4. The flaw lies in the incomplete input validation of tf.ragged.constant, allowing an attacker to consume all available memory. Rated as Medium severity (CVSS 5.5), this vulnerability requires local access and low privileges, leading to high availability impact without affecting confidentiality or integrity. There is currently 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
24.0%
Percentile rank of EPSS score among Peer Group
As of 2026-07-28
Model: v2026.06.15
This CVE's current EPSS score of 0.0032 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-cwpm-f78v-7m5cmedium

Denial of service in `tf.ragged.constant` due to lack of validation

May 24, 2022

References

github.com / tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py
Third Party Advisory
github.com / tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
PatchThird Party Advisory
github.com / tensorflow/tensorflow/issues/55199
Issue TrackingPatchThird 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-cwpm-f78v-7m5c
ExploitPatchThird Party Advisory