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CVE-2021-41197

Опубликовано: 05 нояб. 2021
Источник: nvd
CVSS3: 5.5
CVSS2: 2.1
EPSS Низкий

Описание

TensorFlow is an open source platform for machine learning. In affected versions TensorFlow allows tensor to have a large number of dimensions and each dimension can be as large as desired. However, the total number of elements in a tensor must fit within an int64_t. If an overflow occurs, MultiplyWithoutOverflow would return a negative result. In the majority of TensorFlow codebase this then results in a CHECK-failure. Newer constructs exist which return a Status instead of crashing the binary. This is similar to CVE-2021-29584. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.

Уязвимые конфигурации

Конфигурация 1

Одно из

cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия до 2.4.4 (исключая)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия от 2.5.0 (включая) до 2.5.2 (исключая)
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Версия от 2.6.0 (включая) до 2.6.1 (исключая)

EPSS

Процентиль: 5%
0.00022
Низкий

5.5 Medium

CVSS3

2.1 Low

CVSS2

Дефекты

CWE-190
CWE-190

Связанные уязвимости

CVSS3: 5.5
debian
больше 4 лет назад

TensorFlow is an open source platform for machine learning. In affecte ...

CVSS3: 5.5
github
около 4 лет назад

Crashes due to overflow and `CHECK`-fail in ops with large tensor shapes

EPSS

Процентиль: 5%
0.00022
Низкий

5.5 Medium

CVSS3

2.1 Low

CVSS2

Дефекты

CWE-190
CWE-190