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CVE-2022-35959

24
FAUCET Score

CVE-2022-35959 is a denial-of-service vulnerability affecting Google TensorFlow, specifically within the AvgPool3DGradOp implementation due to insufficient input validation. This flaw allows an unauthenticated attacker to trigger a CHECK failure, leading to a denial of service. With a CVSS score of 7.5 (High), it presents a low attack complexity and requires no user interaction, but only impacts availability. Currently, there is no evidence of active exploitation, no public exploit code (Metasploit, Nuclei, ExploitDB), and minimal community discussion or media coverage.

Impacted Technologies

VendorProductVersion(s)CPE
>= 2.7.0, < 2.7.2CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
2.8.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.8.0:*:*:*:*:*:*:*
2.9.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.9.0:*:*:*:*:*:*:*
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
0.40%
Probability of exploitation in next 30 days
EPSS Percentile
32.4%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0040 is in the 12th 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-wxjj-cgcx-r3vqmedium

TensorFlow vulnerable to `CHECK` failures in `AvgPool3DGrad`

Sep 16, 2022

References

github.com / tensorflow/tensorflow/commit/9178ac9d6389bdc54638ab913ea0e419234d14eb
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-wxjj-cgcx-r3vq
PatchThird Party Advisory