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CVE-2022-36016

25
FAUCET Score

CVE-2022-36016 is a denial-of-service vulnerability affecting TensorFlow, an open-source machine learning platform. Specifically, an incorrect number of arguments passed to the `tensorflow::full_type::SubstituteFromAttrs` function can trigger a `CHECK`-fail, leading to application termination. With a CVSS score of 7.5 (High), this vulnerability can be exploited remotely with low attack complexity, resulting in high availability impact without requiring user interaction or privileges. There is currently no known active exploitation, public exploit code, 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
0.57%
Probability of exploitation in next 30 days
EPSS Percentile
43.7%
Percentile rank of EPSS score among Peer Group
As of 2026-07-28
Model: v2026.06.15
This CVE's current EPSS score of 0.0057 is in the 21st percentile among its peer group of 51,553 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-g468-qj8g-vcjclow

TensorFlow vulnerable to `CHECK`-fail in `tensorflow::full_type::SubstituteFromAttrs`

Sep 16, 2022

References

github.com / tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc
Third Party Advisory
github.com / tensorflow/tensorflow/commit/6104f0d4091c260ce9352f9155f7e9b725eab012
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-g468-qj8g-vcjc
Third Party Advisory