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CVE-2021-29571

Опубликовано: 14 мая 2021
Источник: nvd
CVSS3: 4.5
CVSS3: 7.8
CVSS2: 4.6
EPSS Низкий

Описание

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.raw_ops.MaxPoolGradWithArgmax can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs. The implementation(https://github.com/tensorflow/tensorflow/blob/31bd5026304677faa8a0b77602c6154171b9aec1/tensorflow/core/kernels/image/draw_bounding_box_op.cc#L116-L130) assumes that the last element of boxes input is 4, as required by the op. Since this is not checked attackers passing values less than 4 can write outside of bounds of heap allocated objects and cause memory corruption. If the last dimension in boxes is less than 4, accesses similar to tboxes(b, bb, 3) will access data outside of bounds. Further during code execution there are also writes to these indices. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, T

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: 7%
0.00026
Низкий

4.5 Medium

CVSS3

7.8 High

CVSS3

4.6 Medium

CVSS2

Дефекты

CWE-787

Связанные уязвимости

CVSS3: 4.5
debian
больше 4 лет назад

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

CVSS3: 4.5
github
больше 4 лет назад

Memory corruption in `DrawBoundingBoxesV2`

EPSS

Процентиль: 7%
0.00026
Низкий

4.5 Medium

CVSS3

7.8 High

CVSS3

4.6 Medium

CVSS2

Дефекты

CWE-787