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CVE-2022-29212

MEDIUM

5.5

Descripcion

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.

Detalles CVE

Puntuacion CVSS v3.15.5

SeveridadMEDIUM

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

Vector de ataqueLOCAL

ComplejidadLOW

Privilegios requeridosLOW

Interaccion usuarioNONE

Publicado5/21/2022

Ultima modificacion11/21/2024

Fuentenvd

Avistamientos honeypot0

Productos afectados

google:tensorflow

Debilidades (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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