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CVE-2022-41885

19
FAUCET Score

CVE-2022-41885 is a high-severity vulnerability affecting Google TensorFlow, where a large tensor shape provided to tf.raw_ops.FusedResizeAndPadConv2D can cause an overflow. This vulnerability has a CVSS score of 7.5, indicating a high impact with potential for denial of service (A:H) via a network-based attack (AV:N) with low attack complexity (AC:L) and no user interaction required (UI:N). While patches are available in TensorFlow 2.11 and backported to 2.10.1, 2.9.3, and 2.8.4, there is currently no evidence of active exploitation, public exploit code (Metasploit, Nuclei, ExploitDB), or significant community discussion or media coverage.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.7.4CPE 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:*:*:*:*:*:*:*:*
2.10.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.10.0:rc0:*:*:*:*:*:*
2.10.0CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:2.10.0:rc1:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

4.8MEDIUM

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

Attack Vector
NETWORK
Attack Complexity
HIGH
Privileges Required
LOW
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
NONE
Integrity Impact
NONE
Availability Impact
HIGH
Exploitability Score
1.2
Impact Score
3.6
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.43%
Probability of exploitation in next 30 days
EPSS Percentile
35.2%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0043 is in the 14th percentile among its peer group of 51,551 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: 2.7.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.7.4
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.7.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.8.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.9.1
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.9.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.8.1

Vendor Advisories (1)

pipGHSA-762h-vpvw-3rcxmedium

Overflow in `FusedResizeAndPadConv2D`

Nov 21, 2022

References

github.com / tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc
Third Party Advisory
github.com / tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce
PatchThird Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx
ExploitPatchThird Party Advisory