Predictive Vulnerability Intelligence.

Product

  • Product
  • Pricing
  • Documentation

Company

  • About
  • Partnerships
  • Blog
  • Support

Legal

  • Terms
  • Privacy
  • Data Licensing

© 2026 FAUCET Technologies LLC. All rights reserved.

CVE-2022-29212

21
FAUCET Score

CVE-2022-29212 describes a vulnerability in TensorFlow, specifically affecting TFLite models created with the TFLite model converter prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4. The flaw causes the TFLite interpreter to crash due to an assertion failure during quantization when the scale of values exceeds an assumed sub-unit scaling. This vulnerability has a CVSS score of 5.5 (Medium), indicating a local attack vector with low complexity, requiring low privileges, and resulting in high availability impact (denial of service). There is no evidence of active exploitation, public exploit code (Metasploit, Nuclei, ExploitDB), or significant community discussion or media coverage 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-8wwm-6264-x792medium

Core dump when loading TFLite models with quantization in TensorFlow

May 24, 2022

References

github.com / tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/lite/kernels/internal/quantization_util.cc
Third Party Advisory
github.com / tensorflow/tensorflow/commit/a989426ee1346693cc015792f11d715f6944f2b8
PatchThird Party Advisory
github.com / tensorflow/tensorflow/issues/43661
ExploitIssue TrackingThird 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-8wwm-6264-x792
ExploitPatchThird Party Advisory