Read the docs
TI-2022-20251 Aliases CVE-2022-41910GHSA-frqp-wp83-qggv

Heap out of bounds read in `QuantizeAndDequantizeV2` in Tensorflow

Priority MEDIUM 40CWE-125Published · Updated

Key facts

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

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

Summary

TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. We have patched the issue in GitHub commit a65411a1d69edfb16b25907ffb8f73556ce36bb7. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.8.4, 2.9.3, and 2.10.1.

Why it matters now

Exploitation None reported CISA SSVC · not in CISA KEV
EPSS 0.00439 38th percentileScored 2026-11-07
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
None
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
Googletensorflow2.10.0 to before 2.10.1; 2.9.0 to before 2.9.3; before 2.8.42.10.1, 2.9.3, 2.8.4Patch availableCNA
—tensorflow (PyPI)before 2.8.42.8.4Patch availableGHSA-frqp-wp83-qggv
—tensorflow (PyPI)2.9.0 to before 2.9.32.9.3Patch availableGHSA-frqp-wp83-qggv
—tensorflow (PyPI)2.10.0 to before 2.10.12.10.1Patch availableGHSA-frqp-wp83-qggv
—tensorflow-cpu (PyPI)before 2.8.42.8.4Patch availableGHSA-frqp-wp83-qggv
—tensorflow-gpu (PyPI)before 2.8.42.8.4Patch availableGHSA-frqp-wp83-qggv
—tensorflow-cpu (PyPI)2.9.0 to before 2.9.32.9.3Patch availableGHSA-frqp-wp83-qggv
—tensorflow-gpu (PyPI)2.9.0 to before 2.9.32.9.3Patch availableGHSA-frqp-wp83-qggv
—tensorflow-cpu (PyPI)2.10.0 to before 2.10.12.10.1Patch availableGHSA-frqp-wp83-qggv
—tensorflow-gpu (PyPI)2.10.0 to before 2.10.12.10.1Patch availableGHSA-frqp-wp83-qggv
  • 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-frqp-wp83-qggv
  • tensorflow (PyPI) Vendor— Affected 2.9.0 to before 2.9.3 Fixed in 2.9.3 Patch available GHSA-frqp-wp83-qggv
  • tensorflow (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-frqp-wp83-qggv
  • tensorflow-cpu (PyPI) Vendor— Affected before 2.8.4 Fixed in 2.8.4 Patch available GHSA-frqp-wp83-qggv
  • tensorflow-gpu (PyPI) Vendor— Affected before 2.8.4 Fixed in 2.8.4 Patch available GHSA-frqp-wp83-qggv
  • tensorflow-cpu (PyPI) Vendor— Affected 2.9.0 to before 2.9.3 Fixed in 2.9.3 Patch available GHSA-frqp-wp83-qggv
  • tensorflow-gpu (PyPI) Vendor— Affected 2.9.0 to before 2.9.3 Fixed in 2.9.3 Patch available GHSA-frqp-wp83-qggv
  • tensorflow-cpu (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-frqp-wp83-qggv
  • tensorflow-gpu (PyPI) Vendor— Affected 2.10.0 to before 2.10.1 Fixed in 2.10.1 Patch available GHSA-frqp-wp83-qggv

CPE configurations NVD · 2

CPEVersionsRoleVendor
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*before 2.8.4; 2.9.0 to before 2.9.3VulnerableGoogle
cpe:2.3:a:google:tensorflow:2.10.0:-:*:*:*:*:*:*2.10.0VulnerableGoogle
  • 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-frqp-wp83-qggv tensorflow (PyPI) Fixed in 2.8.4 Advisory →
  • Fix · GHSA-frqp-wp83-qggv tensorflow (PyPI) Fixed in 2.9.3 Advisory →
  • Fix · GHSA-frqp-wp83-qggv tensorflow (PyPI) Fixed in 2.10.1 Advisory →
  • Fix · GHSA-frqp-wp83-qggv tensorflow-cpu (PyPI) Fixed in 2.8.4 Advisory →
  • Fix · GHSA-frqp-wp83-qggv tensorflow-gpu (PyPI) Fixed in 2.8.4 Advisory →
  • Fix · GHSA-frqp-wp83-qggv tensorflow-cpu (PyPI) Fixed in 2.9.3 Advisory →
  • Fix · GHSA-frqp-wp83-qggv tensorflow-gpu (PyPI) Fixed in 2.9.3 Advisory →
  • Fix · GHSA-frqp-wp83-qggv tensorflow-cpu (PyPI) Fixed in 2.10.1 Advisory →
  • Fix · GHSA-frqp-wp83-qggv tensorflow-gpu (PyPI) Fixed in 2.10.1 Advisory →

Timeline

  1. 2026-10-02 Threatist record created from CVE-2022-41910
  2. 2026-10-03 Alias added: GHSA-frqp-wp83-qggv

References

Patch 2

Advisory 2

Other 1

  • 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