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CVE-2022-35935

19
FAUCET Score

CVE-2022-35935 is a denial-of-service vulnerability affecting TensorFlow, an open-source machine learning platform. The vulnerability stems from an assertion failure in the SobolSampleOp implementation due to incorrect assumptions about input types. With a CVSS score of 7.5 (HIGH), this vulnerability can be exploited remotely with low attack complexity, leading to a complete denial of service without impacting confidentiality or integrity. While patches are available in TensorFlow 2.10.0 and will be backported to 2.9.1, 2.8.1, and 2.7.2, there are no known workarounds. There is currently no evidence of active exploitation, public exploit code, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
>= 2.7.0, < 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
0.46%
Probability of exploitation in next 30 days
EPSS Percentile
37.3%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0046 is in the 16th percentile among its peer group of 51,553 CVEs.

Social Chatter

No social media mentions found for this CVE.

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-97p7-w86h-vcf9medium

TensorFlow vulnerable to `CHECK` failure in `SobolSample` via missing validation

Sep 16, 2022

References

github.com / tensorflow/tensorflow/commit/c65c67f88ad770662e8f191269a907bf2b94b1bf
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-97p7-w86h-vcf9
PatchThird Party Advisory