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CVE-2021-29517

Опубликовано: 14 мая 2021
Источник: nvd
CVSS3: 2.5
CVSS3: 5.5
CVSS2: 2.1
EPSS Низкий

Описание

TensorFlow is an end-to-end open source platform for machine learning. A malicious user could trigger a division by 0 in Conv3D implementation. The implementation(https://github.com/tensorflow/tensorflow/blob/42033603003965bffac51ae171b51801565e002d/tensorflow/core/kernels/conv_ops_3d.cc#L143-L145) does a modulo operation based on user controlled input. Thus, when filter has a 0 as the fifth element, this results in a division by 0. Additionally, if the shape of the two tensors is not valid, an Eigen assertion can be triggered, resulting in a program crash. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.

Уязвимые конфигурации

Конфигурация 1

Одно из

cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия до 2.1.4 (исключая)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия от 2.2.0 (включая) до 2.2.3 (исключая)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия от 2.3.0 (включая) до 2.3.3 (исключая)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия от 2.4.0 (включая) до 2.4.2 (исключая)

EPSS

Процентиль: 2%
0.00015
Низкий

2.5 Low

CVSS3

5.5 Medium

CVSS3

2.1 Low

CVSS2

Дефекты

CWE-369

Связанные уязвимости

CVSS3: 2.5
debian
больше 4 лет назад

TensorFlow is an end-to-end open source platform for machine learning. ...

CVSS3: 2.5
github
больше 4 лет назад

Division by zero in `Conv3D`

EPSS

Процентиль: 2%
0.00015
Низкий

2.5 Low

CVSS3

5.5 Medium

CVSS3

2.1 Low

CVSS2

Дефекты

CWE-369
Уязвимость CVE-2021-29517