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CVE-2022-36014

24
FAUCET Score

CVE-2022-36014 is a denial-of-service vulnerability affecting TensorFlow, an open-source machine learning platform. Specifically, the vulnerability occurs when the mlir::tfg::TFOp::nameAttr function receives null type list attributes, leading to a crash. With a CVSS score of 7.5 (High), this vulnerability can be exploited remotely without authentication or user interaction, resulting in a complete loss of availability. While there are no known workarounds, patches are available in TensorFlow 2.10.0 and will be backported to versions 2.9.1, 2.8.1, and 2.7.2. There is currently no public exploit code, active exploitation, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.7.2CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
>= 2.8.0, < 2.8.1CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
>= 2.9.0, < 2.9.1CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
2.10CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.10:rc0:*:*:*:*:*:*
2.10CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.10:rc1:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

5.9MEDIUM

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

Attack Vector
NETWORK
Attack Complexity
HIGH
Privileges Required
NONE
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
NONE
Integrity Impact
NONE
Availability Impact
HIGH
Exploitability Score
2.2
Impact Score
3.6
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.58%
Probability of exploitation in next 30 days
EPSS Percentile
44.2%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0058 is in the 21st percentile among its peer group of 51,551 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.1 Bluesky, 0.1 Mastodon, and 0.4 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: 2.8.1
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.9.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.7.2
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.8.1
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.7.2
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-gpuFixed in: 2.9.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.9.1

Vendor Advisories (1)

pipGHSA-7j3m-8g3c-9qqqmedium

TensorFlow vulnerable to null-dereference in `mlir::tfg::TFOp::nameAttr`

Sep 16, 2022

References

github.com / tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/graphdef_import.cc
Third Party Advisory
github.com / tensorflow/tensorflow/commit/3a754740d5414e362512ee981eefba41561a63a6
Third Party Advisory
github.com / tensorflow/tensorflow/commit/a0f0b9a21c9270930457095092f558fbad4c03e5
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-7j3m-8g3c-9qqq
Third Party Advisory