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CVE-2022-29212

MEDIUM

5.5

Descricao

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, certain TFLite models that were created using TFLite model converter would crash when loaded in the TFLite interpreter. The culprit is that during quantization the scale of values could be greater than 1 but code was always assuming sub-unit scaling. Thus, since code was calling `QuantizeMultiplierSmallerThanOneExp`, the `TFLITE_CHECK_LT` assertion would trigger and abort the process. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Detalhes CVE

Pontuacao CVSS v3.15.5

SeveridadeMEDIUM

Vetor CVSSCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

Vetor de ataqueLOCAL

ComplexidadeLOW

Privilegios necessariosLOW

Interacao do usuarioNONE

Publicado5/21/2022

Ultima modificacao11/21/2024

Fontenvd

Avistamentos honeypot0

Produtos afetados

google:tensorflow

Fraquezas (CWE)

CWE-20

Referencias

https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/lite/kernels/internal/quantization_util.cc#L114-L123(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/commit/a989426ee1346693cc015792f11d715f6944f2b8(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/issues/43661(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8wwm-6264-x792(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/lite/kernels/internal/quantization_util.cc#L114-L123(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/commit/a989426ee1346693cc015792f11d715f6944f2b8(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/issues/43661(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8wwm-6264-x792(af854a3a-2127-422b-91ae-364da2661108)

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