SARA / Free Tools / CVE / CVE-2022-41900

CVE-2022-41900 — TensorFlow is an open source platform for machine learning

TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading

CVSS
7.1 HIGH
EPSS
1.27% (top 20.70%)
CWE
CWE-787, CWE-125
Published
2022-11-18T00:00:00.000Z
Last modified
2025-04-22T16:03:33.028Z
CVSS vector
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H

01What is this vulnerability?

TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote code execution. We have patched the issue in GitHub commit…

02Affected products

VendorProductVersions
tensorflowtensorflow>= 2.10.0, < 2.10.1, >= 2.9.0, < 2.9.3, < 2.8.4

03Active exploitation status

Not currently listed on the CISA Known Exploited Vulnerabilities (KEV) catalog. EPSS is the best forward-looking signal — see the EPSS row above.

04Recommended remediation

05Technical details

For the full vendor write-up, exploit chains, and reference implementations, see the references list in section 09.

06Detection signatures

Ask SARA in chat to draft a starting detection for this CVE in your stack of choice.

07Related CVEs

No directly-cited follow-up CVEs in the KB record for this advisory. The references list in section 09 carries the vendor cross-references.

08Timeline

09References

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