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TI-2022-07622 Aliases CVE-2022-23569GHSA-qj5r-f9mv-rffh

`CHECK`-fails when building invalid tensor shapes in Tensorflow

Priority LOW 29CWE-617Published · Updated

Key facts

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

Attack profile from CVSS 3.1 · CNA. Fix status from CNA and GitHub. Impact type from CWE-617.

Summary

Tensorflow is an Open Source Machine Learning Framework. Multiple operations in TensorFlow can be used to trigger a denial of service via `CHECK`-fails (i.e., assertion failures). This is similar to TFSA-2021-198 and has similar fixes. We have patched the reported issues in multiple GitHub commits. It is possible that other similar instances exist in TensorFlow, we will issue fixes as these are discovered. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

Why it matters now

Exploitation None reported CISA SSVC · not in CISA KEV
EPSS 0.00462 40th percentileScored 2026-11-07
Fix Fixed tensorflow (PyPI): 2.5.3, 2.6.3, 2.7.1tensorflow-cpu (PyPI): 2.5.3, 2.6.3, 2.7.1+1 more product

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
——all versions—No fix listedCNA
—tensorflow (PyPI)before 2.5.32.5.3Patch availableGHSA-qj5r-f9mv-rffh
—tensorflow (PyPI)2.6.0 to before 2.6.32.6.3Patch availableGHSA-qj5r-f9mv-rffh
—tensorflow (PyPI)2.7.0 to before 2.7.12.7.1Patch availableGHSA-qj5r-f9mv-rffh
—tensorflow-cpu (PyPI)before 2.5.32.5.3Patch availableGHSA-qj5r-f9mv-rffh
—tensorflow-cpu (PyPI)2.6.0 to before 2.6.32.6.3Patch availableGHSA-qj5r-f9mv-rffh
—tensorflow-cpu (PyPI)2.7.0 to before 2.7.12.7.1Patch availableGHSA-qj5r-f9mv-rffh
—tensorflow-gpu (PyPI)before 2.5.32.5.3Patch availableGHSA-qj5r-f9mv-rffh
—tensorflow-gpu (PyPI)2.6.0 to before 2.6.32.6.3Patch availableGHSA-qj5r-f9mv-rffh
—tensorflow-gpu (PyPI)2.7.0 to before 2.7.12.7.1Patch availableGHSA-qj5r-f9mv-rffh
  • — Vendor— Affected all versions Fixed in — No fix listed CNA
  • tensorflow (PyPI) Vendor— Affected before 2.5.3 Fixed in 2.5.3 Patch available GHSA-qj5r-f9mv-rffh
  • tensorflow (PyPI) Vendor— Affected 2.6.0 to before 2.6.3 Fixed in 2.6.3 Patch available GHSA-qj5r-f9mv-rffh
  • tensorflow (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-qj5r-f9mv-rffh
  • tensorflow-cpu (PyPI) Vendor— Affected before 2.5.3 Fixed in 2.5.3 Patch available GHSA-qj5r-f9mv-rffh
  • tensorflow-cpu (PyPI) Vendor— Affected 2.6.0 to before 2.6.3 Fixed in 2.6.3 Patch available GHSA-qj5r-f9mv-rffh
  • tensorflow-cpu (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-qj5r-f9mv-rffh
  • tensorflow-gpu (PyPI) Vendor— Affected before 2.5.3 Fixed in 2.5.3 Patch available GHSA-qj5r-f9mv-rffh
  • tensorflow-gpu (PyPI) Vendor— Affected 2.6.0 to before 2.6.3 Fixed in 2.6.3 Patch available GHSA-qj5r-f9mv-rffh
  • tensorflow-gpu (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-qj5r-f9mv-rffh

CPE configurations NVD · 2

CPEVersionsRoleVendor
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*up to 2.5.2; 2.6.0 – 2.6.2VulnerableGoogle
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*2.7.0VulnerableGoogle
  • cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* Versions up to 2.5.2; 2.6.0 – 2.6.2 Vulnerable ·Google
  • cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:* Versions 2.7.0 Vulnerable ·Google

Remediation

  • Fix · GHSA-qj5r-f9mv-rffh tensorflow (PyPI) Fixed in 2.5.3 Advisory →
  • Fix · GHSA-qj5r-f9mv-rffh tensorflow (PyPI) Fixed in 2.6.3 Advisory →
  • Fix · GHSA-qj5r-f9mv-rffh tensorflow (PyPI) Fixed in 2.7.1 Advisory →
  • Fix · GHSA-qj5r-f9mv-rffh tensorflow-cpu (PyPI) Fixed in 2.5.3 Advisory →
  • Fix · GHSA-qj5r-f9mv-rffh tensorflow-cpu (PyPI) Fixed in 2.6.3 Advisory →
  • Fix · GHSA-qj5r-f9mv-rffh tensorflow-cpu (PyPI) Fixed in 2.7.1 Advisory →
  • Fix · GHSA-qj5r-f9mv-rffh tensorflow-gpu (PyPI) Fixed in 2.5.3 Advisory →
  • Fix · GHSA-qj5r-f9mv-rffh tensorflow-gpu (PyPI) Fixed in 2.6.3 Advisory →
  • Fix · GHSA-qj5r-f9mv-rffh tensorflow-gpu (PyPI) Fixed in 2.7.1 Advisory →

Timeline

  1. 2026-10-02 Threatist record created from CVE-2022-23569
  2. 2026-10-03 Alias added: GHSA-qj5r-f9mv-rffh

References

Patch 2

Advisory 1

Other 3

  • 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