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CVE-2022-29191

20
FAUCET Score

CVE-2022-29191 is a denial-of-service vulnerability affecting Google TensorFlow versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4. The flaw stems from insufficient input validation in tf.raw_ops.GetSessionTensor, leading to a CHECK-failure. Rated Medium severity (CVSS 5.5), it requires local access with low complexity to achieve high availability impact. There is currently no evidence of active exploitation, public exploit code, or significant community discussion surrounding this vulnerability.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.6.4CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
>= 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:*:*:*:*:*:*:*:*
2.9.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
2.9.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

5.5MEDIUM

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

Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
NONE
Integrity Impact
NONE
Availability Impact
HIGH
Exploitability Score
1.8
Impact Score
3.6
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.35%
Probability of exploitation in next 30 days
EPSS Percentile
27.6%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0035 is in the 84th percentile among its peer group of 15,940 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.0 Bluesky, 0.0 Mastodon, and 0.1 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: tensorflow-cpuFixed in: 2.6.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.6.4
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.7.2
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.8.1
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.6.4
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.8.1
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-cpuFixed in: 2.7.2

Vendor Advisories (1)

pipGHSA-fv25-wrff-wf86medium

Missing validation causes denial of service via `GetSessionTensor`

May 24, 2022

References

github.com / tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/session_ops.cc
ExploitThird Party Advisory
github.com / tensorflow/tensorflow/commit/48305e8ffe5246d67570b64096a96f8e315a7281
PatchThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.6.4
Release NotesThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.7.2
Release NotesThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.8.1
Release NotesThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.9.0
Release NotesThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-fv25-wrff-wf86
ExploitThird Party Advisory