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TI-2022-07612 Aliases CVE-2022-23559GHSA-98p5-x8x4-c9m5

Integer overflow in TFLite

Priority HIGH 73CWE-190Published · Updated

Key facts

Attack vector
Network
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-190 and the CVSS impact.

Summary

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.01183 67th percentileScored 2026-11-07
Public exploit Yes 1 exploit referenceTagged by NVD
Fix Fixed tensorflow (tensorflow): 2.7.1, 2.6.3, 2.5.3tensorflow (PyPI): 2.5.3, 2.6.3, 2.7.1+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

VendorProductAffected versionsFixed inStatusSource
Googletensorflow2.7.0 to before 2.7.1; 2.6.0 to before 2.6.3; before 2.5.32.7.1, 2.6.3, 2.5.3Patch availableCNA
—tensorflow (PyPI)before 2.5.32.5.3Patch availableGHSA-98p5-x8x4-c9m5
—tensorflow (PyPI)2.6.0 to before 2.6.32.6.3Patch availableGHSA-98p5-x8x4-c9m5
—tensorflow (PyPI)2.7.0 to before 2.7.12.7.1Patch availableGHSA-98p5-x8x4-c9m5
—tensorflow-cpu (PyPI)before 2.5.32.5.3Patch availableGHSA-98p5-x8x4-c9m5
—tensorflow-cpu (PyPI)2.6.0 to before 2.6.32.6.3Patch availableGHSA-98p5-x8x4-c9m5
—tensorflow-cpu (PyPI)2.7.0 to before 2.7.12.7.1Patch availableGHSA-98p5-x8x4-c9m5
—tensorflow-gpu (PyPI)before 2.5.32.5.3Patch availableGHSA-98p5-x8x4-c9m5
—tensorflow-gpu (PyPI)2.6.0 to before 2.6.32.6.3Patch availableGHSA-98p5-x8x4-c9m5
—tensorflow-gpu (PyPI)2.7.0 to before 2.7.12.7.1Patch availableGHSA-98p5-x8x4-c9m5
  • tensorflow VendorGoogle Affected 2.7.0 to before 2.7.1; 2.6.0 to before 2.6.3; before 2.5.3 Fixed in 2.7.1, 2.6.3, 2.5.3 Patch available CNA
  • tensorflow (PyPI) Vendor— Affected before 2.5.3 Fixed in 2.5.3 Patch available GHSA-98p5-x8x4-c9m5
  • tensorflow (PyPI) Vendor— Affected 2.6.0 to before 2.6.3 Fixed in 2.6.3 Patch available GHSA-98p5-x8x4-c9m5
  • tensorflow (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-98p5-x8x4-c9m5
  • tensorflow-cpu (PyPI) Vendor— Affected before 2.5.3 Fixed in 2.5.3 Patch available GHSA-98p5-x8x4-c9m5
  • tensorflow-cpu (PyPI) Vendor— Affected 2.6.0 to before 2.6.3 Fixed in 2.6.3 Patch available GHSA-98p5-x8x4-c9m5
  • tensorflow-cpu (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-98p5-x8x4-c9m5
  • tensorflow-gpu (PyPI) Vendor— Affected before 2.5.3 Fixed in 2.5.3 Patch available GHSA-98p5-x8x4-c9m5
  • tensorflow-gpu (PyPI) Vendor— Affected 2.6.0 to before 2.6.3 Fixed in 2.6.3 Patch available GHSA-98p5-x8x4-c9m5
  • tensorflow-gpu (PyPI) Vendor— Affected 2.7.0 to before 2.7.1 Fixed in 2.7.1 Patch available GHSA-98p5-x8x4-c9m5

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 · CNA tensorflow (tensorflow) Fixed in 2.7.1, 2.6.3, 2.5.3
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow (PyPI) Fixed in 2.5.3 Advisory →
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow (PyPI) Fixed in 2.6.3 Advisory →
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow (PyPI) Fixed in 2.7.1 Advisory →
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow-cpu (PyPI) Fixed in 2.5.3 Advisory →
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow-cpu (PyPI) Fixed in 2.6.3 Advisory →
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow-cpu (PyPI) Fixed in 2.7.1 Advisory →
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow-gpu (PyPI) Fixed in 2.5.3 Advisory →
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow-gpu (PyPI) Fixed in 2.6.3 Advisory →
  • Fix · GHSA-98p5-x8x4-c9m5 tensorflow-gpu (PyPI) Fixed in 2.7.1 Advisory →

Timeline

  1. 2026-10-02 Threatist record created from CVE-2022-23559
  2. 2026-10-03 Alias added: GHSA-98p5-x8x4-c9m5

References

Exploit 1

Patch 4

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-2025-35039 An issue was discovered TensorFlow v2.18.0. CVSS 3.1HIGH 7.5
See all 430 →

Sources

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