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TI-2021-15557 Aliases CVE-2021-37682GHSA-4c4g-crqm-xrxw

Use of unitialized value in TensorFlow Lite

Priority LOW 30CWE-908Published · Updated

Key facts

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

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

Summary

TensorFlow is an end-to-end open source platform for machine learning. In affected versions all TFLite operations that use quantization can be made to use unitialized values. [For example](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/kernels/depthwise_conv.cc#L198-L200). The issue stems from the fact that `quantization.params` is only valid if `quantization.type` is different that `kTfLiteNoQuantization`. However, these checks are missing in large parts of the code. We have patched the issue in GitHub commits 537bc7c723439b9194a358f64d871dd326c18887, 4a91f2069f7145aab6ba2d8cfe41be8a110c18a5 and 8933b8a21280696ab119b63263babdb54c298538. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.

Why it matters now

EPSS 0.0018 7th percentileScored 2026-11-07
Fix Fixed tensorflow (tensorflow): 2.5.1, 2.4.3, 2.3.4tensorflow (PyPI): 2.3.4, 2.4.3, 2.5.1+2 more products

SSVC decision points

Not available: CISA has not published SSVC decision points for this record.

Affected products

VendorProductAffected versionsFixed inStatusSource
Googletensorflow2.5.0 to before 2.5.1; 2.4.0 to before 2.4.3; before 2.3.42.5.1, 2.4.3, 2.3.4Patch availableCNA
—tensorflow (PyPI)before 2.3.42.3.4Patch availableGHSA-4c4g-crqm-xrxw
—tensorflow (PyPI)2.4.0 to before 2.4.32.4.3Patch availableGHSA-4c4g-crqm-xrxw
—tensorflow (PyPI)2.5.0 to before 2.5.12.5.1Patch availableGHSA-4c4g-crqm-xrxw
—tensorflow-cpu (PyPI)before 2.3.42.3.4Patch availableGHSA-4c4g-crqm-xrxw
—tensorflow-cpu (PyPI)2.4.0 to before 2.4.32.4.3Patch availableGHSA-4c4g-crqm-xrxw
—tensorflow-cpu (PyPI)2.5.0 to before 2.5.12.5.1Patch availableGHSA-4c4g-crqm-xrxw
—tensorflow-gpu (PyPI)before 2.3.42.3.4Patch availableGHSA-4c4g-crqm-xrxw
—tensorflow-gpu (PyPI)2.4.0 to before 2.4.32.4.3Patch availableGHSA-4c4g-crqm-xrxw
—tensorflow-gpu (PyPI)2.5.0 to before 2.5.12.5.1Patch availableGHSA-4c4g-crqm-xrxw
  • tensorflow VendorGoogle Affected 2.5.0 to before 2.5.1; 2.4.0 to before 2.4.3; before 2.3.4 Fixed in 2.5.1, 2.4.3, 2.3.4 Patch available CNA
  • tensorflow (PyPI) Vendor— Affected before 2.3.4 Fixed in 2.3.4 Patch available GHSA-4c4g-crqm-xrxw
  • tensorflow (PyPI) Vendor— Affected 2.4.0 to before 2.4.3 Fixed in 2.4.3 Patch available GHSA-4c4g-crqm-xrxw
  • tensorflow (PyPI) Vendor— Affected 2.5.0 to before 2.5.1 Fixed in 2.5.1 Patch available GHSA-4c4g-crqm-xrxw
  • tensorflow-cpu (PyPI) Vendor— Affected before 2.3.4 Fixed in 2.3.4 Patch available GHSA-4c4g-crqm-xrxw
  • tensorflow-cpu (PyPI) Vendor— Affected 2.4.0 to before 2.4.3 Fixed in 2.4.3 Patch available GHSA-4c4g-crqm-xrxw
  • tensorflow-cpu (PyPI) Vendor— Affected 2.5.0 to before 2.5.1 Fixed in 2.5.1 Patch available GHSA-4c4g-crqm-xrxw
  • tensorflow-gpu (PyPI) Vendor— Affected before 2.3.4 Fixed in 2.3.4 Patch available GHSA-4c4g-crqm-xrxw
  • tensorflow-gpu (PyPI) Vendor— Affected 2.4.0 to before 2.4.3 Fixed in 2.4.3 Patch available GHSA-4c4g-crqm-xrxw
  • tensorflow-gpu (PyPI) Vendor— Affected 2.5.0 to before 2.5.1 Fixed in 2.5.1 Patch available GHSA-4c4g-crqm-xrxw

CPE configurations NVD · 5

CPEVersionsRoleVendor
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*2.3.0 to before 2.3.4; 2.4.0 to before 2.4.3VulnerableGoogle
cpe:2.3:a:google:tensorflow:2.5.0:*:*:*:*:*:*:*2.5.0VulnerableGoogle
cpe:2.3:a:google:tensorflow:2.6.0:rc0:*:*:*:*:*:*2.6.0 rc0VulnerableGoogle
cpe:2.3:a:google:tensorflow:2.6.0:rc1:*:*:*:*:*:*2.6.0 rc1VulnerableGoogle
cpe:2.3:a:google:tensorflow:2.6.0:rc2:*:*:*:*:*:*2.6.0 rc2VulnerableGoogle
  • cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* Versions 2.3.0 to before 2.3.4; 2.4.0 to before 2.4.3 Vulnerable ·Google
  • cpe:2.3:a:google:tensorflow:2.5.0:*:*:*:*:*:*:* Versions 2.5.0 Vulnerable ·Google
  • cpe:2.3:a:google:tensorflow:2.6.0:rc0:*:*:*:*:*:* Versions 2.6.0 rc0 Vulnerable ·Google
  • cpe:2.3:a:google:tensorflow:2.6.0:rc1:*:*:*:*:*:* Versions 2.6.0 rc1 Vulnerable ·Google
  • cpe:2.3:a:google:tensorflow:2.6.0:rc2:*:*:*:*:*:* Versions 2.6.0 rc2 Vulnerable ·Google

Remediation

  • Fix · CNA tensorflow (tensorflow) Fixed in 2.5.1, 2.4.3, 2.3.4
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow (PyPI) Fixed in 2.3.4 Advisory →
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow (PyPI) Fixed in 2.4.3 Advisory →
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow (PyPI) Fixed in 2.5.1 Advisory →
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow-cpu (PyPI) Fixed in 2.3.4 Advisory →
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow-cpu (PyPI) Fixed in 2.4.3 Advisory →
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow-cpu (PyPI) Fixed in 2.5.1 Advisory →
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow-gpu (PyPI) Fixed in 2.3.4 Advisory →
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow-gpu (PyPI) Fixed in 2.4.3 Advisory →
  • Fix · GHSA-4c4g-crqm-xrxw tensorflow-gpu (PyPI) Fixed in 2.5.1 Advisory →

Timeline

  1. 2026-10-02 Threatist record created from CVE-2021-37682
  2. 2026-10-03 Alias added: GHSA-4c4g-crqm-xrxw

References

Patch 3

Advisory 2

Other 5

  • 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