TI-2022-07647 Aliases CVE-2022-23594 GHSA-9x52-887g-fhc2

Out of bounds read in Tensorflow

LOW 39CWE-125Published 2022-02-04 · Updated 2025-04-23

Key facts

Attack vector: Local
Privileges required: Low
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 · CNA. Fix status from CNA and GitHub. Impact type from CWE-787 and the CVSS impact.

Summary

Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions about the incoming `GraphDef` before converting it to the MLIR-based dialect. If an attacker changes the `SavedModel` format on disk to invalidate these assumptions and the `GraphDef` is then converted to MLIR-based IR then they can cause a crash in the Python interpreter. Under certain scenarios, heap OOB read/writes are possible. These issues have been discovered via fuzzing and it is possible that more weaknesses exist. We will patch them as they are discovered.

Why it matters now

Exploitation None reported CISA SSVC · not in CISA KEV

EPSS 0.00144 3rd percentileScored 2026-11-07

Fix Fixed tensorflow (tensorflow): 2.8.0tensorflow (PyPI): 2.7.1+2 more products

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation: None
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	2.7.0 to before 2.8.0	2.8.0	Patch available	CNA
—	tensorflow (PyPI)	2.7.0 to before 2.7.1	2.7.1	Patch available	GHSA-9x52-887g-fhc2
—	tensorflow-cpu (PyPI)	2.7.0 to before 2.7.1	2.7.1	Patch available	GHSA-9x52-887g-fhc2
—	tensorflow-gpu (PyPI)	2.7.0 to before 2.7.1	2.7.1	Patch available	GHSA-9x52-887g-fhc2

tensorflow VendorGoogle Affected 2.7.0 to before 2.8.0 Fixed in 2.8.0 Patch available CNA
tensorflow (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-9x52-887g-fhc2
tensorflow-cpu (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-9x52-887g-fhc2
tensorflow-gpu (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-9x52-887g-fhc2

CPE configurations NVD · 1

CPE	Versions	Role	Vendor
cpe:2.3:a:google:tensorflow:2.7.0:::::::*	2.7.0	Vulnerable	Google

cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:* Versions 2.7.0 Vulnerable ·Google

Remediation

Fix · CNA tensorflow (tensorflow) Fixed in 2.8.0
Fix · GHSA-9x52-887g-fhc2 tensorflow (PyPI) Fixed in 2.7.1 Advisory →
Fix · GHSA-9x52-887g-fhc2 tensorflow-cpu (PyPI) Fixed in 2.7.1 Advisory →
Fix · GHSA-9x52-887g-fhc2 tensorflow-gpu (PyPI) Fixed in 2.7.1 Advisory →

Timeline

2026-10-02 Threatist record created from CVE-2022-23594
2026-10-03 Alias added: GHSA-9x52-887g-fhc2

References

Advisory 3

Other 1

https://github.com/tensorflow/tensorflow

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

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