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TI-2023-10942 Aliases CVE-2023-25661GHSA-fxgc-95xx-grvq

Denial of Service in TensorFlow

Priority MEDIUM 62CWE-20Published · Updated

Key facts

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

Attack profile from CVSS 3.1 · CNA. Fix status from CNA and GitHub.

Summary

TensorFlow is an Open Source Machine Learning Framework. In versions prior to 2.11.1 a malicious invalid input crashes a tensorflow model (Check Failed) and can be used to trigger a denial of service attack. A proof of concept can be constructed with the `Convolution3DTranspose` function. This Convolution3DTranspose layer is a very common API in modern neural networks. The ML models containing such vulnerable components could be deployed in ML applications or as cloud services. This failure could be potentially used to trigger a denial of service attack on ML cloud services. An attacker must have privilege to provide input to a `Convolution3DTranspose` call. This issue has been patched and users are advised to upgrade to version 2.11.1. There are no known workarounds for this vulnerability.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00436 38th percentileScored 2026-11-07
Public exploit Yes 1 exploit referenceTagged by NVD
Fix Fixed tensorflow (tensorflow): 2.11.1tensorflow (PyPI): 2.11.1+1 more product

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation
Poc
Automatable
No
Technical impact
Partial

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

Affected products

VendorProductAffected versionsFixed inStatusSource
Googletensorflowbefore 2.11.12.11.1Patch availableCNA
—tensorflow (PyPI)before 2.11.12.11.1Patch availableGHSA-fxgc-95xx-grvq
—tensorflow-cpu (PyPI)before 2.11.12.11.1Patch availableGHSA-fxgc-95xx-grvq
  • tensorflow VendorGoogle Affected before 2.11.1 Fixed in 2.11.1 Patch available CNA
  • tensorflow (PyPI) Vendor— Affected before 2.11.1 Fixed in 2.11.1 Patch available GHSA-fxgc-95xx-grvq
  • tensorflow-cpu (PyPI) Vendor— Affected before 2.11.1 Fixed in 2.11.1 Patch available GHSA-fxgc-95xx-grvq

CPE configurations NVD · 1

CPEVersionsRoleVendor
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*before 2.11.1VulnerableGoogle
  • cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* Versions before 2.11.1 Vulnerable ·Google

Remediation

  • Fix · CNA tensorflow (tensorflow) Fixed in 2.11.1
  • Fix · GHSA-fxgc-95xx-grvq tensorflow (PyPI) Fixed in 2.11.1 Advisory →
  • Fix · GHSA-fxgc-95xx-grvq tensorflow-cpu (PyPI) Fixed in 2.11.1 Advisory →

Timeline

  1. 2026-10-02 Threatist record created from CVE-2023-25661
  2. 2026-10-03 Alias added: GHSA-fxgc-95xx-grvq

References

Exploit 1

Patch 1

Advisory 1

Other 2

  • TI-2022-20241 FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow CVSS 3.1CRITICAL 9.8
  • 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
See all 430 →

Sources

This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences