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CVE-2021-29550

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. An attacker can cause a runtime division by zero error and denial of service in tf.raw_ops.FractionalAvgPool. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/acc8ee69f5f46f92a3f1f11230f49c6ac266f10c/tensorflow/core/kernels/fractional_avg_pool_op.cc#L85-L89) computes a divisor quantity by dividing two user controlled values. The user controls the values of input_size[i] and pooling_ratio_[i] (via the value.shape() and pooling_ratio arguments). If the value in input_size[i] is smaller than the pooling_ratio_[i], then the floor operation results in output_size[i] being 0. The DCHECK_GT line is a no-op outside of debug mode, so in released versions of TF this does not trigger. Later, these computed values are used as arguments(https://github.com/tensorflow/tensorflow/blob/acc8ee69f5f46f92a3f1f11230f49c6ac266f10c/tensorflow/core/kernels/fractional_avg_pool_op.cc#L96-L99)

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 0 in `FractionalAvgPool`

EPSS

Процентиль: 2%
0.00015
Низкий

2.5 Low

CVSS3

5.5 Medium

CVSS3

2.1 Low

CVSS2

Дефекты

CWE-369