TI-2022-20241 Aliases CVE-2022-41900 GHSA-xvwp-h6jv-7472

FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow

HIGH 76CWE-125Published 2022-11-18 · Updated 2025-04-22

Key facts

Attack vector: Network
Privileges required: None
User interaction: None
Attack complexity: Low
Impact type: Code execution
Confidentiality · integrity · availability: High · High · High
Fix status: Fixed

Attack profile from CVSS 3.1 · NVD. Fix status from CNA and GitHub. Impact type from CWE-787 and the CVSS impact.

Summary

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 216525144ee7c910296f5b05d214ca1327c9ce48. The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV

EPSS 0.00658 51st percentileScored 2026-11-07

Public exploit Yes 1 exploit referenceTagged by NVD

Fix Fixed tensorflow (tensorflow): 2.10.1, 2.9.3, 2.8.4tensorflow (PyPI): 2.8.4, 2.9.3, 2.10.1+2 more products

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation: Poc
Automatable: No
Technical impact: Total

The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.

Affected products

Vendor	Product	Affected versions	Fixed in	Status	Source
Google	tensorflow	2.10.0 to before 2.10.1; 2.9.0 to before 2.9.3; before 2.8.4	2.10.1, 2.9.3, 2.8.4	Patch available	CNA
—	tensorflow (PyPI)	before 2.8.4	2.8.4	Patch available	GHSA-xvwp-h6jv-7472
—	tensorflow (PyPI)	2.9.0 to before 2.9.3	2.9.3	Patch available	GHSA-xvwp-h6jv-7472
—	tensorflow (PyPI)	2.10.0 to before 2.10.1	2.10.1	Patch available	GHSA-xvwp-h6jv-7472
—	tensorflow-cpu (PyPI)	before 2.8.4	2.8.4	Patch available	GHSA-xvwp-h6jv-7472
—	tensorflow-gpu (PyPI)	before 2.8.4	2.8.4	Patch available	GHSA-xvwp-h6jv-7472
—	tensorflow-cpu (PyPI)	2.9.0 to before 2.9.3	2.9.3	Patch available	GHSA-xvwp-h6jv-7472
—	tensorflow-gpu (PyPI)	2.9.0 to before 2.9.3	2.9.3	Patch available	GHSA-xvwp-h6jv-7472
—	tensorflow-cpu (PyPI)	2.10.0 to before 2.10.1	2.10.1	Patch available	GHSA-xvwp-h6jv-7472
—	tensorflow-gpu (PyPI)	2.10.0 to before 2.10.1	2.10.1	Patch available	GHSA-xvwp-h6jv-7472

tensorflow VendorGoogle Affected 2.10.0 to before 2.10.1; 2.9.0 to before 2.9.3; before 2.8.4 Fixed in 2.10.1, 2.9.3, 2.8.4 Patch available CNA
tensorflow (PyPI) Vendor— Affected before 2.8.4 Fixed in 2.8.4 Patch available GHSA-xvwp-h6jv-7472
tensorflow (PyPI) Vendor— Affected 2.9.0 to before 2.9.3 Fixed in 2.9.3 Patch available GHSA-xvwp-h6jv-7472
tensorflow (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-xvwp-h6jv-7472
tensorflow-cpu (PyPI) Vendor— Affected before 2.8.4 Fixed in 2.8.4 Patch available GHSA-xvwp-h6jv-7472
tensorflow-gpu (PyPI) Vendor— Affected before 2.8.4 Fixed in 2.8.4 Patch available GHSA-xvwp-h6jv-7472
tensorflow-cpu (PyPI) Vendor— Affected 2.9.0 to before 2.9.3 Fixed in 2.9.3 Patch available GHSA-xvwp-h6jv-7472
tensorflow-gpu (PyPI) Vendor— Affected 2.9.0 to before 2.9.3 Fixed in 2.9.3 Patch available GHSA-xvwp-h6jv-7472
tensorflow-cpu (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-xvwp-h6jv-7472
tensorflow-gpu (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-xvwp-h6jv-7472

CPE configurations NVD · 2

CPE	Versions	Role	Vendor
cpe:2.3:a:google:tensorflow::::::::	before 2.8.4; 2.9.0 to before 2.9.3	Vulnerable	Google
cpe:2.3:a:google:tensorflow:2.10.0:::::::*	2.10.0	Vulnerable	Google

cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* Versions before 2.8.4; 2.9.0 to before 2.9.3 Vulnerable ·Google
cpe:2.3:a:google:tensorflow:2.10.0:*:*:*:*:*:*:* Versions 2.10.0 Vulnerable ·Google

Remediation

Fix · CNA tensorflow (tensorflow) Fixed in 2.10.1, 2.9.3, 2.8.4
Fix · GHSA-xvwp-h6jv-7472 tensorflow (PyPI) Fixed in 2.8.4 Advisory →
Fix · GHSA-xvwp-h6jv-7472 tensorflow (PyPI) Fixed in 2.9.3 Advisory →
Fix · GHSA-xvwp-h6jv-7472 tensorflow (PyPI) Fixed in 2.10.1 Advisory →
Fix · GHSA-xvwp-h6jv-7472 tensorflow-cpu (PyPI) Fixed in 2.8.4 Advisory →
Fix · GHSA-xvwp-h6jv-7472 tensorflow-gpu (PyPI) Fixed in 2.8.4 Advisory →
Fix · GHSA-xvwp-h6jv-7472 tensorflow-cpu (PyPI) Fixed in 2.9.3 Advisory →
Fix · GHSA-xvwp-h6jv-7472 tensorflow-gpu (PyPI) Fixed in 2.9.3 Advisory →
Fix · GHSA-xvwp-h6jv-7472 tensorflow-cpu (PyPI) Fixed in 2.10.1 Advisory →
Fix · GHSA-xvwp-h6jv-7472 tensorflow-gpu (PyPI) Fixed in 2.10.1 Advisory →

Timeline

2026-10-02 Threatist record created from CVE-2022-41900
2026-10-03 Alias added: GHSA-xvwp-h6jv-7472
2026-10-24 EPSS moved to the 50th–90th percentile

References

TI-2022-07640 Integer overflow in Tensorflow CVSS 3.1CRITICAL 9.8
TI-2022-07627 Out of bounds read and write in Tensorflow CVSS 3.1HIGH 8.8
TI-2022-07619 Out of bounds write in Tensorflow CVSS 3.1HIGH 8.8
TI-2022-07613 Read and Write outside of bounds in TFLite CVSS 3.1HIGH 8.8
TI-2022-07612 Integer overflow in TFLite CVSS 3.1HIGH 8.8
TI-2025-35039 An issue was discovered TensorFlow v2.18.0. CVSS 3.1HIGH 7.5

See all 430 →

Sources

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