BIT-tensorflow-2021-37682

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Import Source
https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2021-37682.json
JSON Data
https://api.osv.dev/v1/vulns/BIT-tensorflow-2021-37682
Aliases
Published
2024-03-06T11:16:53.266Z
Modified
2024-03-06T11:25:28.861Z
Summary
[none]
Details

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. 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.

References

Affected packages

Bitnami / tensorflow

Package

Name
tensorflow
Purl
pkg:bitnami/tensorflow

Severity

  • 7.1 (High) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H CVSS Calculator

Affected ranges

Type
SEMVER
Events
Introduced
2.3.0
Fixed
2.3.4
Introduced
2.4.0
Fixed
2.4.3
Type
SEMVER
Events
Introduced
2.5.0
Last affected
2.5.0
Introduced
2.6.0-rc0
Last affected
2.6.0-rc0
Introduced
2.6.0-rc1
Last affected
2.6.0-rc1
Introduced
2.6.0-rc2
Last affected
2.6.0-rc2