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CVE-2022-36019

24
FAUCET Score

CVE-2022-36019 is a denial-of-service vulnerability affecting TensorFlow versions prior to 2.10.0, 2.9.1, 2.8.1, and 2.7.2. It arises when the FakeQuantWithMinMaxVarsPerChannel function receives min or max tensors of an incorrect rank, leading to a CHECK fail. This vulnerability has a CVSS score of 7.5 (High), indicating it can be exploited remotely with low complexity, resulting in a complete loss of availability. 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
0.41%
Probability of exploitation in next 30 days
EPSS Percentile
33.7%
Percentile rank of EPSS score among Peer Group
As of 2026-07-28
Model: v2026.06.15
This CVE's current EPSS score of 0.0041 is in the 13th 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-9j4v-pp28-mxv7medium

TensorFlow vulnerable to `CHECK` fail in `FakeQuantWithMinMaxVarsPerChannel`

Sep 16, 2022

References

github.com / tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-9j4v-pp28-mxv7
Third Party Advisory